Difference between revisions of "SOCR JMM 2023"

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==Overview==
 
==Overview==
  
 +
The accelerated rate of increase of data volume and heterogeneity requires novel mathematical foundations for representation, modeling, analysis and interpretation of complex multisource information. This special session will explore the mathematical, physical, and computational aspects of tensors, as one promising direction for data compression, classification, model-based and model-free inference. By bringing together a broad range of experts, the session will provide a platform for open exchange of ideas, reports of recent developments, cross-fertilization of new techniques, translation of mathematical models into data analytic techniques, and the embedding of application-specific constraints into mathematical formulations.
  
 +
The session talks will cover new mathematical, computational, and statistical approaches for tensor-based representation, modeling and inference with direct applications to high-dimensional and longitudinal data. Talks will cover coupled tensor-tensor completion strategies, complex time (kime) representation and tensor linear modeling of kimesurfaces, and current advances in tensor computing. Various data science, biomedical health, environmental, climate, and econometrics applications will be showcased.
  
 
== Organizers==
 
== Organizers==
 
* [https://umich.edu/~dinov Ivo Dinov], [https://www.umich.edu University of Michigan], [https://www.socr.umich.edu SOCR], [https://midas.umich.edu MIDAS].
 
* [https://umich.edu/~dinov Ivo Dinov], [https://www.umich.edu University of Michigan], [https://www.socr.umich.edu SOCR], [https://midas.umich.edu MIDAS].
−
* [https://experts.umich.edu/discover/experts_publication?and_facet_profiles_author=5597 Joshual Welch], [https://www.umich.edu University of Michigan], [https://welch-lab.github.io/ WelchLab].
+
* [https://experts.umich.edu/discover/experts_publication?and_facet_profiles_author=5597 Joshua Welch], [https://www.umich.edu University of Michigan], [https://welch-lab.github.io/ WelchLab].
  
 
==Session Logistics==
 
==Session Logistics==
−
[[Image:JMM_2021_SS9_FoundationsOf_DS_Background.png|300px|thumbnail|right| [https://jointmathematicsmeetings.org/meetings/national/jmm2021/2247_program_ss9.html 2023 JMM/AMS Tensor Reps & Analytics] ]]
+
[[Image:JMM_2023_banner_Boston.jpg|300px|thumbnail|right| [https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_program.html 2023 JMM/AMS Tensor Reps & Analytics] ]]
 
* '''Date/Time''':  
 
* '''Date/Time''':  
−
** [https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_program_wednesday.html '''Session 1''': Wed Jan. 4, 2023, 8:00AM - 12:00PM], [https://www.timeanddate.com/time/zones/et US Eastern timezone (GMT-4)]
+
** [https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_program_wednesday.html#2270:SS19A '''Session 1 (2270:SS19A)''': Wed Jan. 4, 2023, 8:00AM - 12:00PM], [https://www.timeanddate.com/time/zones/et US Eastern time zone (GMT-4)]
−
** [https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_program_thursday.html '''Session 2''': Wed Jan. 4, 2023, 1:00PM - 6:00PM], [https://www.timeanddate.com/time/zones/et US Eastern timezone (GMT-4)]
+
** [https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_program_wednesday.html#2270:SS19B '''Session 2 (2270:SS19B)''': Wed Jan. 4, 2023, 1:00PM - 6:00PM], [https://www.timeanddate.com/time/zones/et US Eastern time zone (GMT-4)]
−
** [https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_program_thursday.html '''Session 3''': Thu Jan. 5, 2023, 8:00AM - 12:00PM], [https://www.timeanddate.com/time/zones/et US Eastern timezone (GMT-4)]
+
** [https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_program_thursday.html#2270:SS19C '''Session 3 (2270:SS19C)''': Thu Jan. 5, 2023, 8:00AM - 12:00PM], [https://www.timeanddate.com/time/zones/et US Eastern time zone (GMT-4)]
−
* '''Venue''': [https://www.massconvention.com/about-us/contact-us/john-b-hynes-veterans-memorial-convention-center Hynes Convention Center, Room 206].
+
* '''Venue''': [https://www.massconvention.com/about-us/contact-us/john-b-hynes-veterans-memorial-convention-center Hynes Convention Center], [https://www.signatureboston.com/hynes/floor-plans-and-specs/space-finder/hynes-meeting-room-206 Room 206].
 
* '''Registration''': [https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_reg Meeting Registration is required].
 
* '''Registration''': [https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_reg Meeting Registration is required].
−
* '''Conference''': [https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_program.html 2023 Joint Mathematics Meeting (JMM)].
+
* '''Conference''': [https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_program.html 2023 Joint Mathematics Meeting (JMM)], session 2270:SS19 (A, B, C).
−
* '''Session Format''':  Three half-day sessions, each 5-hours with 10 25+5 minute talks.
+
* '''Session Format''':  Three half-day sessions, each 5-hours with 10 20+5+5 minute talks.
 
* '''Equipment''': Computer projector and screen with HDMI connection. Session room does not include overhead transparency projectors, computers/laptops, blackboards or whiteboards.
 
* '''Equipment''': Computer projector and screen with HDMI connection. Session room does not include overhead transparency projectors, computers/laptops, blackboards or whiteboards.
 
* '''AMS Special Session Manual''': [http://www.ams.org/meetings/meet-specialsessionmanual AMS/JMM Session Manual].
 
* '''AMS Special Session Manual''': [http://www.ams.org/meetings/meet-specialsessionmanual AMS/JMM Session Manual].
−
* [https://meetings.ams.org/math/jmm2023/cfp.cgi '''Paper Abstract Submission'''], click on the AMS (American Mathematical Society) “BEGIN A SUBMISSION” button. '''Deadline for abstract submission is September 13, 2022'''.
+
* [https://meetings.ams.org/math/jmm2023/cfp.cgi '''Paper Abstract Submission'''], click on the AMS (American Mathematical Society) “BEGIN A SUBMISSION” button. The '''deadline for submission of invited abstracts has passed''' (September 13, 2022). Interested presenters are encouraged to [https://meetings.ams.org/math/jmm2023/cfp.cgi submit contributed talk abstracts].
 +
* [https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_policy JMM'23 policies/procedures]
 
* [https://myumi.ch/DJ75R Session URL]: https://myumi.ch/DJ75R.
 
* [https://myumi.ch/DJ75R Session URL]: https://myumi.ch/DJ75R.
 +
 +
== Abstract Submission==
 +
The organizers of this special session on ''Tensor Representation, Completion, Modeling and Analytics of Complex Data'' invite abstract submission for at the upcoming Joint Mathematics Meetings in Boston, MA, January 4-7, 2023 (Wednesday-Saturday). This 3-part session will meet on Wed-Thu January 4-5, 2023. Submission of abstracts for invited talks [20+5+5]-minute are welcome until the deadline, September 13, 2022.
 +
The [https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_intro JMM 2023 homepage] contains a wealth of information about the JMM 2023 conference and this special session. Here are some AMS policies concerning special sessions:
 +
 +
*Each speaker *must* submit an abstract before a talk can be scheduled. [https://meetings.ams.org/math/jmm2023/cfp.cgiAbstracts must be submitted electronically through the AMS portal], then click on the AMS (American Mathematical Society) “BEGIN A SUBMISSION” button.
 +
 +
* Please note the deadline of *September 13* for abstract submission. We strongly encourage you to submit your abstract at least a week before that deadline in order to avoid any last-minute problems.  When the "Conclude Submission" button is clicked, an email will be sent to the Presenting Author's email and the Submitter's email confirming receipt of the submission.  Please note your abstract is *NOT* submitted until you click the "Conclude Submission" button.
 +
* Your talk must be delivered in person, via a computer projection system.  Please note that overhead projectors will not be provided for sessions. Also, the meeting rooms will not have blackboards or whiteboards.
 +
* The AMS does not pay any expenses of faculty attending special sessions. However, [http://www.ams.org/student-travel PhD students are encouraged to apply for travel funding from AMS]. The AMS also has a [http://www.ams.org/profession/opportunities/meetings-child-care-grants program of child care grants for all JMM attendees (faculty, students, etc.)]. Note that these programs have their own deadlines and application procedures.
 +
* Everyone who attends the meeting is required to pay a registration fee.
  
 
== Program==
 
== Program==
 +
=== Session 1 (SS19A, Wed 1/4/23, 8AM-12PM) ===
 +
[https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_program_wednesday.html#2270:SS19A Session 1 (2270:SS19A): AMS Special Session on Tensor Representation, Completion, Modeling and Analytics of Complex Data I; Date: Wednesday, January 4, 2023, Time: 8:00AM – 12:00 PM, Location: Hynes Convention Center - 206]
 +
 +
<center>
 +
{| class="wikitable"
 +
|-
 +
! Time [https://www.timeanddate.com/time/zones/et US ET timezone (GMT-5)] || Presenter/Affiliation || Title || Classification - Abstract ID
 +
|-
 +
| 8:00AM ||Mason A Porter / UCLA || ''Node Centralities in Multilayer Networks'' || 15A99-17029
 +
|-
 +
| 8:30AM || Alex Townsend / Cornell || ''Why are so many matrices and tensors compressible?'' || 15-02-20266
 +
|-
 +
| 9:00AM || Joe Kileel / Texas || ''Estimation in Mixture Models Through Implicit Tensor Decomposition'' || 65F99-21426
 +
|-
 +
| 9:30AM || Luke Oeding / Auburn University || ''Dimensions of Restricted Secant Varieties of Grassmannians'' || 15A69-22223
 +
|-
 +
| 10:00AM || John Blake Temple / UC-Davis || ''On the regularity implied by the assumptions of geometry'' ||  53B30-22415
 +
|-
 +
| 10:30 AM || Yizhe Zhu / UC-Irvine || ''Non-backtracking spectra of random hypergraphs and community detection'' || 60C05-18313
 +
|-
 +
| 11:00 AM || Bruno N. de Oliveira / University of Miami || ''Abundance of symmetric differential tensors, birational geometry of surfaces and hypersurfaces in <math>\mathbb{P}^3</math>'' || 14J60-22507
 +
|-
 +
| 11:30 AM || Ivo Dinov / Michigan || ''Quantum Physics, Data Science, Tensor Linear Modeling, and Spacekime Analytics'' || 81Q65-14771
 +
|}
 +
</center>
  
 +
=== Session 2 (Wed 1/4/23, 1PM-6PM) ===
 +
[https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_program_wednesday.html#2270:SS19B Session 2 (2270:SS19B)]: AMS Special Session on Tensor Representation, Completion, Modeling and Analytics of Complex Data II   
 +
Date: Wednesday, January 4, 2023, Time: 1:00 – 6:00 PM, Location: Hynes Convention Center - 206 
 +
 
<center>
 
<center>
 
{| class="wikitable"
 
{| class="wikitable"
 
|-
 
|-
−
! Time [https://www.timeanddate.com/time/zones/mt US MT timezone (GMT-7)] || Presenter/Affiliation || Title || Abstract ID
+
! Time [https://www.timeanddate.com/time/zones/et US ET timezone (GMT-5)] || Presenter/Affiliation || Title || Classification - Abstract ID
 +
|-
 +
| 1:00PM || Anru Zhang / Duke || ''Tensor Learning in 2020s: Methodology, Theory, and Applications'' || 62H99-17081
 
|-
 
|-
−
| 8:00AM || [https://www.carolineuhler.com/ Caroline Uhler (MIT)] || ''Multi-Domain Data Integration: From Observations to Mechanistic Insights'' || [http://www.ams.org/amsmtgs/2247_abstracts/1163-62-32.pdf Abstract 1163-62-32]
+
| 1:30PM || Giuseppe Cotardo / Virginia Tech|| ''The Tensor Rank in Coding Theory'' || 03D15-20548
 
|-
 
|-
−
| 8:30AM || [https://luddy.indiana.edu/contact/profile/?profile_id=187 Mehmet (Memo) Dalkilic (Indiana University)] || ''Teaching an Old Dog New Tricks: Making EM work with Big Data using Heaps'' || [http://www.ams.org/amsmtgs/2247_abstracts/1163-03-86.pdf Abstract 1163-03-86]
+
| 2:00PM || Edinah Koffi Gnang / Johns Hopkins || ''On the complexity of hypermatrix equivalence'' || 15-02-20813
 
|-
 
|-
−
| 9:00AM || [https://www.math.fsu.edu/People/faculty.php?id=1783 Tom Needham (Florida State University)] || ''Applications of Gromov-Wasserstein distance to network science'' || [http://www.ams.org/amsmtgs/2247_abstracts/1163-52-68.pdf Abstract 1163-52-68]
+
| 2:30PM || Hirotachi (Hiro) Abo  / Idaho || ''Algebro-geometric approaches to the tensor eigenproblem'' || 15A69-20858
 
|-
 
|-
−
| 9:30AM || [http://www.cs.utah.edu/~jeffp/ Jeff M. Phillips (Utah)] || ''A Primer on the Geometry in Machine Learning'' || [http://www.ams.org/amsmtgs/2247_abstracts/1163-52-52.pdf Abstract 1163-52-52]
+
| 3:00PM || Oscar Fabian Lopez / Florida Atlantic || ''Zero-Truncated Poisson Regression for Sparse Multiway Count Data Corrupted by False Zeros'' || 15B99-21425
 
|-
 
|-
−
| 10:00AM || [https://www.jonathannilesweed.com/ Jonathan Niles-Weed, NYU/Courant/Center for Data Science] || ''Statistical estimation under group actions'' || [http://www.ams.org/amsmtgs/2247_abstracts/1163-62-41.pdf Abstract 1163-62-41]
+
| 3:30PM || Anna Konstorum / Yale || ''Optimizing component recovery in CP decomposition of immunology data'' || 92-08-21503
 
|-
 
|-
−
| 10:30 AM || [https://ani.stat.fsu.edu/~abarbu/ Adrian Barbu (Florida State University)] || ''A Novel Framework for Online Supervised Learning with Feature Selection'' || [http://www.ams.org/amsmtgs/2247_abstracts/1163-62-50.pdf Abstract 1163-62-50]
+
| 4:00PM <span style="color:#FFFFFF; background:#ff0000">(Talk Cancelled due to Visa Complications)</span> || Tianyi Shi  / Lawrence Berkeley National Laboratory || ''Tensor equation methods for electron correlation energy computation'' || 65F99-21870
 
|-
 
|-
−
| 11:00 AM || [https://arsuaga-vazquez-lab.faculty.ucdavis.edu/team-details/maxime-pouokam/ Maxime G Pouokam (UC Davis)] || ''Statistical Topology of Genome Analysis in Three Dimensions'' || [http://www.ams.org/amsmtgs/2247_abstracts/1163-62-338.pdf Abstract 1163-62-338]
+
| 4:30PM || Jonathan Gryak / CUNY || ''Tensor Denoising via Amplification and Stable Rank Methods'' || 15A72-22096
 
|-
 
|-
−
| 11:30 AM || [https://www.umich.edu/~dinov/ Ivo D. Dinov (University of Michigan)] || ''Data Science, Time Complexity, and Spacekime Analytics'' || [http://www.ams.org/amsmtgs/2247_abstracts/1163-62-33.pdf Abstract 1163-62-33]
+
| 5:00PM || M. Alex O. Vasilescu / UCLA || ''Kernel Tensor Factor Analysis'' || 15-06-22645
 +
|}
 +
</center>
 +
 
 +
=== Session 3 (Thu 1/5/23, 8AM-11:30AM) ===
 +
[https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_program_thursday.html#2270:SS19C Session 3 (2270:SS19C)]: AMS Special Session on Tensor Representation, Completion, Modeling and Analytics of Complex Data III   
 +
Date: Thursday, January 5, 2023, Time: 8:00 – 11:30 AM, Location: Hynes Convention Center - 206 
 +
 +
<center>
 +
{| class="wikitable"
 +
|-
 +
! Time [https://www.timeanddate.com/time/zones/et US ET timezone (GMT-5)] || Presenter/Affiliation || Title || Classification - Abstract ID
 +
|-
 +
| 8:00AM || Elina Robeva / UBC || ''High-order Cumulants for Learning Linear Non-Gaussian Causal Models'' ||  62H22-18002
 +
|-
 +
| 8:30AM ||  Zhen Dai / Chicago || ''From tensor rank to the inversion of a complex matrix'' ||  65F05-19986
 +
|-
 +
| 9:00AM ||  Eric Evert / KU Leuven || ''Best low rank approximations of positive definite tensors'' || 15-02-20965
 +
|-
 +
| 9:30AM || Hajer Bouzaouache / University Tunis, El Manar || ''On the Importance of Tensor representation in the stability analysis of Nonlinear systems'' || 93D05-22326
 +
|-
 +
| 10:00AM ||  Rachel Minster / Wake Forest University || ''Randomized Parallel Algorithms for Tucker Decompositions'' || 65F99-21497 
 +
|-
 +
| 10:30AM || Harm Derksen / Northeastern || ''Tensor Denoising via Amplification and Stable Rank Methods'' || 15-02-20663
 +
|-
 +
| 11:00AM || Maryam Bagherian / Michigan || ''Tensor Recovery Under Metric Learning Constraints'' || 68U99-18227
 
|}
 
|}
 
</center>
 
</center>
Line 53: Line 123:
 
==Speakers, Titles, and Abstracts==
 
==Speakers, Titles, and Abstracts==
  
−
* ...
+
* [https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_program_wednesday.html#2270:SS19A Session 1 (2270:SS19A): AMS Special Session on Tensor Representation, Completion, Modeling and Analytics of Complex Data I; Date: Wednesday, January 4, 2023, Time: 8:00AM – 12:00 PM, Location: Hynes Convention Center - 206].
−
 
+
* [https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_program_wednesday.html#2270:SS19A Session 1 (2270:SS19A): AMS Special Session on Tensor Representation, Completion, Modeling and Analytics of Complex Data I; Date: Wednesday, January 4, 2023, Time: 8:00AM – 12:00 PM, Location: Hynes Convention Center - 206].
−
* [https://www.umich.edu/~dinov/ Ivo D. Dinov (University of Michigan)]: ''...TBD...'' ([TBD Abstract ###])
+
* [https://www.jointmathematicsmeetings.org/meetings/national/jmm2023/2270_program_thursday.html#2270:SS19C Session 3 (2270:SS19C): AMS Special Session on Tensor Representation, Completion, Modeling and Analytics of Complex Data III; Date: Thursday, January 5, 2023, Time: 8:00 – 11:30 AM, Location: Hynes Convention Center - 206].
−
: ... TBD...
 
  
 
==Resources==
 
==Resources==
−
Slides/papers ... coming up later ...
+
* [https://wiki.socr.umich.edu/images/5/53/Tensor_InvitedSpecialSession_JMM_2023_Boston_Flier.pdf Session Flier]
−
 
+
* Slides/papers ...
−
 
+
** [https://wiki.socr.umich.edu/images/0/0b/Dinov_Spacekime_JMM_2023_Boston.pdf ''Quantum Physics, Data Science, Tensor Linear Modeling, and Spacekime Analytics'' (Ivo Dinov)]
 +
** [https://wiki.socr.umich.edu/images/e/e5/MaryamBagherian_JMM_2023_Slides.pdf ''Tensor recovery under metric learning constraints'' (Maryam Bagherian)]
 +
** [https://wiki.socr.umich.edu/images/3/3a/Kileel_JMM_2023_Tensor_Slides.pdf ''Estimation in Mixture Models through Implicit Tensor Decompositions (Joe Kileel)]
 +
** [https://wiki.socr.umich.edu/images/d/dc/Bidleman-Oeding_JMM_talk.pdf ''Dimensions of Restricted Secant Varieties of Grassmannians'' (Luke Oeding)]
 +
** [https://wiki.socr.umich.edu/images/a/a9/Yizhe_Zhu_JMM2023.pdf ''Non-backtracking spectra of random hypergraphs and community detection'' (Yizhe Zhu)]
 +
** [https://wiki.socr.umich.edu/images/a/ac/JMM_Giuseppe_Cotardo.pdf ''The Tensor Rank in Coding Theory'' (Giuseppe Cotardo)]
 +
** [https://wiki.socr.umich.edu/images/4/4a/Mason_Porter_Multilayer-centrality-JMM-Jan2023.pdf ''Node Centralities in Multilayer Networks'' (Mason Porter)]
 +
** [https://wiki.socr.umich.edu/images/d/d4/Oscar_Lopez_ZTP_JMM_2023.pdf ''Zero-Truncated Poisson Regression for Sparse Multiway Count Data Corrupted by False Zeros'' (Oscar Lopez)]
 +
** [https://wiki.socr.umich.edu/images/1/16/Hiro_Abo_BostonJMM_2023.pdf ''Algebro-geometric approaches to the tensor eigenproblem'' (Hiro Abo)]
 +
** [https://wiki.socr.umich.edu/images/3/3f/Gryak_JMM23_Slides.pdf ''Tensor Denoising via Amplification and Stable Rank Methods'' (Jonathan Gryak)]
 +
** [https://arxiv.org/abs/2211.13028 ''Parallel Randomized Tucker Decomposition Algorithms'' (Rachel Minster's arXiv paper)]
 +
** [https://doi.org/10.1137/19M1272494 ''Algebraic Methods for Tensor Data'' (Harm Derksen's SIAM 2021 paper)]
 +
** [https://wiki.socr.umich.edu/images/5/5e/Minster_JMM23.pdf ''Randomized Algorithms for Tensor Decompositions in the Tucker Format'' (Rackel Misnter)]
 +
** [https://wiki.socr.umich.edu/images/6/68/Temple_TalkAMS_BostonJan2023.pdf ''On the Regularity Implied by the Hypotheses of Geometry'' (Blake Temple)]
 +
** [https://wiki.socr.umich.edu/images/7/7c/Anna_Konstorum_JMM23_Slides.pdf ''Optimizing component recovery in CP decomposition of immunology data'' (Anna Konstorum)]
 +
** [https://wiki.socr.umich.edu/images/e/e6/Zhen_Dai_TensorRankInversion_JMM_2023.pdf ''From Tensor Rank to the Inversion of a Complex Matrix'' (Zhen Dai)]
 +
** ...
  
  
 
<hr>
 
<hr>
−
{{translate|pageName=http://wiki.stat.ucla.edu/socr/index.php?title=SOCR_JMM_2023}}
+
{{translate|pageName=https://wiki.socr.umich.edu/index.php?title=SOCR_JMM_2023}}

Latest revision as of 17:00, 10 January 2023

SOCR News & Events: 2023 JMM/AMS Special Session on Tensor Representation, Completion, Modeling and Analytics of Complex Data

2023 JMM/AMS Tensor Analytics Session

Overview

The accelerated rate of increase of data volume and heterogeneity requires novel mathematical foundations for representation, modeling, analysis and interpretation of complex multisource information. This special session will explore the mathematical, physical, and computational aspects of tensors, as one promising direction for data compression, classification, model-based and model-free inference. By bringing together a broad range of experts, the session will provide a platform for open exchange of ideas, reports of recent developments, cross-fertilization of new techniques, translation of mathematical models into data analytic techniques, and the embedding of application-specific constraints into mathematical formulations.

The session talks will cover new mathematical, computational, and statistical approaches for tensor-based representation, modeling and inference with direct applications to high-dimensional and longitudinal data. Talks will cover coupled tensor-tensor completion strategies, complex time (kime) representation and tensor linear modeling of kimesurfaces, and current advances in tensor computing. Various data science, biomedical health, environmental, climate, and econometrics applications will be showcased.

Organizers

Session Logistics

2023 JMM/AMS Tensor Reps & Analytics

Abstract Submission

The organizers of this special session on Tensor Representation, Completion, Modeling and Analytics of Complex Data invite abstract submission for at the upcoming Joint Mathematics Meetings in Boston, MA, January 4-7, 2023 (Wednesday-Saturday). This 3-part session will meet on Wed-Thu January 4-5, 2023. Submission of abstracts for invited talks [20+5+5]-minute are welcome until the deadline, September 13, 2022. The JMM 2023 homepage contains a wealth of information about the JMM 2023 conference and this special session. Here are some AMS policies concerning special sessions:

  • Please note the deadline of *September 13* for abstract submission. We strongly encourage you to submit your abstract at least a week before that deadline in order to avoid any last-minute problems. When the "Conclude Submission" button is clicked, an email will be sent to the Presenting Author's email and the Submitter's email confirming receipt of the submission. Please note your abstract is *NOT* submitted until you click the "Conclude Submission" button.
  • Your talk must be delivered in person, via a computer projection system. Please note that overhead projectors will not be provided for sessions. Also, the meeting rooms will not have blackboards or whiteboards.
  • The AMS does not pay any expenses of faculty attending special sessions. However, PhD students are encouraged to apply for travel funding from AMS. The AMS also has a program of child care grants for all JMM attendees (faculty, students, etc.). Note that these programs have their own deadlines and application procedures.
  • Everyone who attends the meeting is required to pay a registration fee.

Program

Session 1 (SS19A, Wed 1/4/23, 8AM-12PM)

Session 1 (2270:SS19A): AMS Special Session on Tensor Representation, Completion, Modeling and Analytics of Complex Data I; Date: Wednesday, January 4, 2023, Time: 8:00AM – 12:00 PM, Location: Hynes Convention Center - 206

Time US ET timezone (GMT-5) Presenter/Affiliation Title Classification - Abstract ID
8:00AM Mason A Porter / UCLA Node Centralities in Multilayer Networks 15A99-17029
8:30AM Alex Townsend / Cornell Why are so many matrices and tensors compressible? 15-02-20266
9:00AM Joe Kileel / Texas Estimation in Mixture Models Through Implicit Tensor Decomposition 65F99-21426
9:30AM Luke Oeding / Auburn University Dimensions of Restricted Secant Varieties of Grassmannians 15A69-22223
10:00AM John Blake Temple / UC-Davis On the regularity implied by the assumptions of geometry 53B30-22415
10:30 AM Yizhe Zhu / UC-Irvine Non-backtracking spectra of random hypergraphs and community detection 60C05-18313
11:00 AM Bruno N. de Oliveira / University of Miami Abundance of symmetric differential tensors, birational geometry of surfaces and hypersurfaces in \(\mathbb{P}^3\) 14J60-22507
11:30 AM Ivo Dinov / Michigan Quantum Physics, Data Science, Tensor Linear Modeling, and Spacekime Analytics 81Q65-14771

Session 2 (Wed 1/4/23, 1PM-6PM)

Session 2 (2270:SS19B): AMS Special Session on Tensor Representation, Completion, Modeling and Analytics of Complex Data II Date: Wednesday, January 4, 2023, Time: 1:00 – 6:00 PM, Location: Hynes Convention Center - 206

Time US ET timezone (GMT-5) Presenter/Affiliation Title Classification - Abstract ID
1:00PM Anru Zhang / Duke Tensor Learning in 2020s: Methodology, Theory, and Applications 62H99-17081
1:30PM Giuseppe Cotardo / Virginia Tech The Tensor Rank in Coding Theory 03D15-20548
2:00PM Edinah Koffi Gnang / Johns Hopkins On the complexity of hypermatrix equivalence 15-02-20813
2:30PM Hirotachi (Hiro) Abo / Idaho Algebro-geometric approaches to the tensor eigenproblem 15A69-20858
3:00PM Oscar Fabian Lopez / Florida Atlantic Zero-Truncated Poisson Regression for Sparse Multiway Count Data Corrupted by False Zeros 15B99-21425
3:30PM Anna Konstorum / Yale Optimizing component recovery in CP decomposition of immunology data 92-08-21503
4:00PM (Talk Cancelled due to Visa Complications) Tianyi Shi / Lawrence Berkeley National Laboratory Tensor equation methods for electron correlation energy computation 65F99-21870
4:30PM Jonathan Gryak / CUNY Tensor Denoising via Amplification and Stable Rank Methods 15A72-22096
5:00PM M. Alex O. Vasilescu / UCLA Kernel Tensor Factor Analysis 15-06-22645

Session 3 (Thu 1/5/23, 8AM-11:30AM)

Session 3 (2270:SS19C): AMS Special Session on Tensor Representation, Completion, Modeling and Analytics of Complex Data III Date: Thursday, January 5, 2023, Time: 8:00 – 11:30 AM, Location: Hynes Convention Center - 206

Time US ET timezone (GMT-5) Presenter/Affiliation Title Classification - Abstract ID
8:00AM Elina Robeva / UBC High-order Cumulants for Learning Linear Non-Gaussian Causal Models 62H22-18002
8:30AM Zhen Dai / Chicago From tensor rank to the inversion of a complex matrix 65F05-19986
9:00AM Eric Evert / KU Leuven Best low rank approximations of positive definite tensors 15-02-20965
9:30AM Hajer Bouzaouache / University Tunis, El Manar On the Importance of Tensor representation in the stability analysis of Nonlinear systems 93D05-22326
10:00AM Rachel Minster / Wake Forest University Randomized Parallel Algorithms for Tucker Decompositions 65F99-21497
10:30AM Harm Derksen / Northeastern Tensor Denoising via Amplification and Stable Rank Methods 15-02-20663
11:00AM Maryam Bagherian / Michigan Tensor Recovery Under Metric Learning Constraints 68U99-18227

Speakers, Titles, and Abstracts

Resources


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