2025 Workshop Videos

Mar 09 - Mar 14
, Massachusetts Institute of Technology
- 11:01
Black Box Variational Inference with a Deterministic Objective: Faster, More Accurate, and Even More Black Box
Watch video | Download video: 202503101032-Broderick.mp4 (20M)
, Flatiron Institute
- 11:16
Batch and match: score-based approaches to black-box variational inference
Watch video | Download video: 202503101102-Cai.mp4 (20M)
, Columbia University
- 11:28
Black-Box VI estimates the gradient by sampling. Is it differentially private by default?
Watch video | Download video: 202503101117-Juraj.mp4 (35M)
, University of Western Ontario
- 13:23
Clustering Functional Data via Variational Inference
Watch video | Download video: 202503101307-deSouza.mp4 (47M)
, University of Waterloo
- 13:42
Fast Variational Bayesian Inference for Survival Data Using Log-Logistic Accelerated Failure Time Models
Watch video | Download video: 202503101325-Xian.mp4 (50M)
, Western University
- 13:58
Variational Bayes for Basis Function Selection for Functional Data Representation with Correlated Errors
Watch video | Download video: 202503101343-daCruz.mp4 (47M)
, Michigan State University
- 14:49
Variational Inference Aided Variable Selection For Spatially Structured High Dimensional Covariates
Watch video | Download video: 202503101433-Bhattacharya.mp4 (53M)
, Carnegie Mellon University
- 15:04
Approximate Bayesian methods for pseudo-time inference based on relaxed permutations
Watch video | Download video: 202503101450-Mena.mp4 (44M)
, Arizona State University
- 15:48
Addressing Antidiscrimination with Variational Inference
Watch video | Download video: 202503101532-Gabirc.mp4 (46M)
, Hiroshima University
- 20:00
Stabilizing training of affine coupling layers for high-dimensional variational inference
Watch video | Download video: 202503101932-Andrade.mp4 (18M)
, Hiroshima University
- 20:12
Low-Rank Parameterization for Efficient Bayesian Neural Networks
Watch video | Download video: 202503102000-Yongshan.mp4 (unknown)
, University of British Columbia
- 09:32
Making Variational Inference Work for Statisticians: Parallel Tempering with a Variational Reference
Watch video | Download video: 202503110901-Campbell.mp4 (101M)
, UC Berkeley
- 09:49
Targeted simulation--based inference for efficient posterior marginal estimation
Watch video | Download video: 202503110933-Giordano.mp4 (43M)
, Boston University
- 10:07
Random kernel MCMC
Watch video | Download video: 202503110949-Huggins.mp4 (55M)
, University of Amsterdam
- 10:46
SDE Matching: Scalable Variational Inference for Latent Stochastic Differential Equations
Watch video | Download video: 202503111032-AnderssonNaesseth.mp4 (22M)
, University of Michigan
- 11:04
Posterior Mean Matching: Generative Modeling through Online Bayesian Inference
Watch video | Download video: 202503111047-Wang.mp4 (55M)
, University of California Davis
- 11:33
Improved rates for Stein Variational Gradient Descent
Watch video | Download video: 202503111104-Balasubramanian.mp4 (19M)
, University of California, San diego
- 14:01
Reverse diffusion Monte Carlo
Watch video | Download video: 202503111346-Ma.mp4 (17M)
, University of British Columbia
- 14:18
Variational flows with MCMC convergence
Watch video | Download video: 202503111401-Xu.mp4 (52M)
, Harvard University
- 10:03
Introduction to Statistical Physics
Watch video | Download video: 202503120902-Sen.mp4 (251M)
, University of Alberta
- 11:35
Variational Approaches to Quantum Many Body Problems (Interdisciplanary Lecture)
Watch video | Download video: 202503121032-Boettcher.mp4 (71M)
, Hiroshima University
- 21:11
Implementing Recent VI Methods (Interactive Tutorial)
Watch video | Download video: 202503121931-Andrade.mp4 (70M)
, ENSAE, Institut Polytechnique de Paris
- 09:34
Least-squares variational inference
Watch video | Download video: 202503130900-Chopin.mp4 (39M)
, Imperial College London
- 10:07
Neural flow shortcut sampler
Watch video | Download video: 202503130934-Li.mp4 (51M)
, University College London
- 11:00
Near-Optimal Approximations for Bayesian Inference in Function Space
Watch video | Download video: 202503131032-Knoblauch.mp4 (83M)
, University College London
- 11:39
Linear preconditioning in sampling & optimisation
Watch video | Download video: 202503131100-Livingstone.mp4 (unknown)
, Bocconi University
- 13:35
Frequentist properties of Variational Gaussian Processes
Watch video | Download video: 202503131303-Szabo.mp4 (98M)
, Columbia University
- 14:06
CLT in HD Bayesian linear regression
Watch video | Download video: 202503131336-Mukherjee.mp4 (43M)
, ESSEC Business School
- 14:31
Learning with Importance Weighted Variational Inference
Watch video | Download video: 202503131409-Daudel.mp4 (67M)
Mar 02 - Mar 07
, Stanford University
- 09:36
Online Matching: From Prophets to Philosophers
Watch video | Download video: 202503030906-Pollner.mp4 (84M)
, MIT
- 10:08
Online matching and market imbalance
Watch video | Download video: 202503030936-Freund.mp4 (119M)
, Georgia Institute of Technology
- 11:03
Batching and Greedy Policies: How Good Are They in Dynamic Matching?
Watch video | Download video: 202503031031-Toriello.mp4 (99M)
, University of Chicago
- 11:33
Data-Driven Matching for Impatient and Heterogenous Demand and Supply
Watch video | Download video: 202503031103-Liu.mp4 (89M)
, London Business School
- 16:06
Adaptive Approximation Schemes for Matching Queues
Watch video | Download video: 202503031530-Amanihamedani.mp4 (48M)
, University of Illinois
- 16:52
Tutorial: Stein’s Method, with Applications to Graph Sampling and Machine Learning.
Watch video | Download video: 202503031606-Srikant.mp4 (134M)
, Durham University
- 17:34
Optimal Scheduling in a Quantum Switch
Watch video | Download video: 202503031700-Walton.mp4 (121M)
, University of British Columbia
- 09:36
Tutorial: Graph Alignment: Fundamental Limits and Efficient Algorithms
Watch video | Download video: 202503040847-Wang.mp4 (125M)
, Carnegie Mellon University
- 10:05
A new Lyapunov approach for fully heterogeneous weakly-coupled MDPs
Watch video | Download video: 202503040937-Wang.mp4 (79M)
, Imperial College London
- 11:05
How Humans Help LLMs: Assessing and Incentivizing Human Annotators
Watch video | Download video: 202503041031-Liu.mp4 (109M)
, EPFL
- 11:36
Prophet Inequalities Require Only a Constant Number of Samples
Watch video | Download video: 202503041106-Cristi.mp4 (81M)
, The University of Chicago Booth School of Business
- 09:34
Tutorial: Online Primal-Dual Framework: New Perspectives and Applications in Operations (Part 1)
Watch video | Download video: 202503050848-Niazadeh.mp4 (142M)
, UC Berkeley
- 10:11
Optimality of Non-Adaptive Algorithms in Online Submodular Welfare Maximization with Stochastic Outcomes
Watch video | Download video: 202503050935-Udwani.mp4 (208M)
, Stanford University
- 11:36
Bifurcations in Matching Markets
Watch video | Download video: 202503051105-Saban.mp4 (96M)
,
- 13:46
Tutorial: Second Order (Dynamic) Graphs Algorithms
Watch video | Download video: 202503051300-Peng.mp4 (32M)
, Cornell University
- 09:41
Tutorial: What problems can the Gittins index solve?
Watch video | Download video: 202503060849-Scully.mp4 (150M)
, MIT
- 10:17
Learning in Strategic Environments: from Calibrated Agents to General Information Asymmetry
Watch video | Download video: 202503060941-Podimata.mp4 (59M)
,
- 11:05
The Feedback Loop of Statistical Discrimination
Watch video | Download video: 202503061032-Baek.mp4 (84M)
, Columbia U
- 11:37
In Which Matching Markets do Costly Compatibility Inspections Lead to a Deadlock?
Watch video | Download video: 202503061106-Kanoria.mp4 (103M)
, The University of Chicago Booth School of Business
- 20:21
Tutorial: Online Primal-Dual Framework: New Perspectives and Applications in Operations (Part 2)
Watch video | Download video: 202503061932-Niazadeh.mp4 (231M)
, University of California, Los Angeles
- 09:20
Redesigning VolunteerMatch's Ranking Algorithm: Toward More Equitable Access to Volunteers
Watch video | Download video: 202503070849-Rodilitz.mp4 (103M)
, Columbia University
- 09:50
Random-Order Contention Resolution via Continuous Induction
Watch video | Download video: 202503070920-MacRury.mp4 (82M)
Feb 23 - Feb 28
, Duke University
- 11:01
The Digital Physiome: Wearables for Disease Detection and Monitoring
Watch video | Download video: 202502241042-Dunn.mp4 (41M)
, Duke University
- 11:01
The Digital Physiome: Wearables for Disease Detection and Monitoring
Watch video | Download video: 202502241042-Goldsmith.mp4 (42M)
, Northeastern University
- 14:40
Digital Phenotyping in Action: Methods and Applications in Women's Health, Mental Health, and Mobility Research
Watch video | Download video: 202502241415-Sathyanarayana.mp4 (39M)
, University of South Carolina
- 11:02
Functional Time Transformation Model with Applications to Digital Health
Watch video | Download video: 202502251038-Ghosal.mp4 (39M)
, University of Minnesota
- 11:16
Functional Random Effects Inference with Applications to Accelerometry Data (
Watch video | Download video: 202502251103-Cui.mp4 (16M)
, University of Minnesota
- 11:16
Functional Random Effects Inference with Applications to Accelerometry Data (
Watch video | Download video: 202502251103-Shou.mp4 (16M)
, Columbia University
- 11:32
Functional quantiles and related methods
Watch video | Download video: 202502251107-Goldsmith.mp4 (67M)
, Johns Hopkins University
- 14:02
[TUTORIAL] Processing accelerometer data in R
Watch video | Download video: 202502251307-Muschelli.mp4 (104M)
, Northwestern University Feinberg School of Medicine
- 16:02
Joint modeling the frequency and duration of accelerometer-measured physical activity from a lifestyle intervention trial
Watch video | Download video: 202502251537-Siddique.mp4 (36M)
, University of Michigan
- 09:57
[TUTORIAL] Processing CGM data in R
Watch video | Download video: 202502260906-Gaynanova.mp4 (179M)
, Johns Hopkins Bloomberg School of Public Health
- 10:38
NHANES Accelerometry and Derivatives
Watch video | Download video: 202502261019-Koffman.mp4 (28M)
, Indiana University
- 11:04
Head Impact Measurements in American College Football players
Watch video | Download video: 202502261039-Harezlak.mp4 (38M)
, Wake Forest University
- 11:35
Using a Quality-Controlled Dataset from ViSi Mobile Monitoring for Analyzing Posture Patterns of Hospitalized Patients
Watch video | Download video: 202502261117-Huang.mp4 (27M)
, Wake Forest University
- 11:35
Using a Quality-Controlled Dataset from ViSi Mobile Monitoring for Analyzing Posture Patterns of Hospitalized Patients
Watch video | Download video: 202502261117-Wu.mp4 (27M)
, University of California, Irvine
- 09:50
Causal inference and machine learning in mobile health --- modeling time-varying effects using longitudinal functional data
Watch video | Download video: 202502270920-Qian.mp4 (43M)
, North Carolina State University
- 13:39
Modeling massive physical activity monitor data through distributed inference
Watch video | Download video: 202502271310-Hector.mp4 (40M)
, University of Minnesota
- 14:09
Combining passive mobile sensing and EMA data to understand daily human activity patterns
Watch video | Download video: 202502271340-Wolfson.mp4 (47M)
, New York University
- 14:51
Integrating Digital Biomarkers and Large Language Models in Real-World Settings : How Digital Innovations and AI are Shaping the Future of Mental Health
Watch video | Download video: 202502271411-Schultebraucks.mp4 (76M)
Feb 09 - Feb 14
, Université de Montréal
- 10:06
Multiparty entanglement signatures for quantum spin liquids and measurement-induced transitions
Watch video | Download video: 202502100912-Witczak-Krempa.mp4 (173M)
, University of Saskatchewan
- 11:27
Hyperbolic quantum information and hyperbolic topological matter
Watch video | Download video: 202502101033-Rayan.mp4 (147M)
, University of Pennsylvania
- 16:16
Quantum gravity as a lattice model
Watch video | Download video: 202502101532-Kang.mp4 (69M)
, SISSA
- 17:04
Dynamics of a symmetry in random quantum circuits
Watch video | Download video: 202502101617-Ares.mp4 (119M)
, Brookhaven National Laboratory
- 17:36
Quantum entanglement meets symmetries and defects
Watch video | Download video: 202502101704-Yan.mp4 (108M)
, University of British Columbia
- 10:05
3D lattice defect and efficient computations in topological MBQC
Watch video | Download video: 202502110922-Tournaire.mp4 (106M)
, Rutgers University
- 11:29
Quantum Zeno Effect in Noisy Integrable Quantum Circuits for Impurity Models
Watch video | Download video: 202502111041-Andrei.mp4 (117M)
, McMaster University
- 13:53
Exact Ground States of the 2D Quantum Compass Model under an In-Plane Field
Watch video | Download video: 202502111305-Sorensen.mp4 (124M)
, City, University of London
- 14:54
Symmetry Resolved Entanglement in Integrable Quantum Field Theory
Watch video | Download video: 202502111354-Castro-Alvaredo.mp4 (153M)
, University of Virginia
- 16:04
Confinement and Kink Entanglement Asymmetry on a Quantum Ising Chain
Watch video | Download video: 202502111520-Klich.mp4 (97M)
, Quera Computing
- 09:27
Quantum Computing with QuEra’s Neutral-Atom Quantum Computers
Watch video | Download video: 202502120843-Macri.mp4 (79M)
, CNRS
- 10:26
Operator entanglement in 1D quantum systems
Watch video | Download video: 202502120927-Dubail.mp4 (186M)
, University of Tokyo
- 11:46
Measurement-induced entanglement between quantum spin chains
Watch video | Download video: 202502121046-Oshikawa.mp4 (180M)
, The University of Tokyo
- 11:21
Weak ergodicity breaking with embedded integrability
Watch video | Download video: 202502131035-Matsui.mp4 (135M)
, Massachusetts Institute of Technology
- 13:47
Non-invertible symmetries and tensor networks
Watch video | Download video: 202502131303-Shao.mp4 (56M)
, University of Amsterdam
- 16:26
Observables in exactly-solvable systems: matrix elements, scaling, regularization and a perspective on resummations
Watch video | Download video: 202502131532-Caux.mp4 (159M)
, University of Wuppertal
- 17:27
Chiral Basis for Qubits and Spin-Helix Decay
Watch video | Download video: 202502131627-Klumper.mp4 (167M)
, CSIC
- 09:23
Temporal entanglement from CFT predictions to protocols for measuring it in experiments
Watch video | Download video: 202502140848-Tagliacozzo.mp4 (48M)
, University of California, Santa Barbara, California (USA)
- 10:24
Highly complex critical behavior from the intrinsic randomness of quantum mechanical measurements on critical ground states - a controlled RG analysis
Watch video | Download video: 202502140924-Ludwig.mp4 (137M)
Feb 02 - Feb 07
, University of Waterloo
- 10:10
A survey of the structure theory of operator systems
Watch video | Download video: 202502030921-Kennedy.mp4 (225M)
, Radboud University
- 12:04
Operator systems and noncommutative geometry
Watch video | Download video: 202502031101-vanSuijlekom.mp4 (176M)
, Radboud University
- 09:56
On some convergence results for spectral truncations
Watch video | Download video: 202502060939-Leimbach.mp4 (36M)
, Texas Christian University
- 16:08
Projections in Operator Systems and Applications
Watch video | Download video: 202502061530-Russell.mp4 (103M)
Jan 26 - Jan 31
, The Pennsylvania State University
- 10:09
Intro 1- Markov numbers and hyperbolic geometry
Watch video | Download video: 202501270910-Simon.mp4 (178M)
, UC Davis
- 11:23
Intro 2- Markov numbers and number theory
Watch video | Download video: 202501271031-Brown.mp4 (186M)
, University of Connecticut
- 13:57
Intro 3- Markov numbers and cluster algebras
Watch video | Download video: 202501271302-Schroeder.mp4 (240M)
, Princeton University
- 16:03
Diophantine analysis of Markoff type cubic equations
Watch video | Download video: 202501271500-Sarnak.mp4 (83M)
, Loughborough University
- 10:19
Markov fractions and the slopes of the exceptional bundles on $\mathbb P^2.$
Watch video | Download video: 202501280946-Veselov.mp4 (108M)
, University of Illinois at Urbana-Champaign
- 12:10
Markoff triples mod p and SL(2,p)-covers of elliptic curves
Watch video | Download video: 202501281132-Chen.mp4 (170M)
, Clemson University
- 14:19
Arithmetic in Markoff mod p subgraphs
Watch video | Download video: 202501281345-Martin.mp4 (164M)
, University of Connecticut
- 15:08
Monotonicity of Markov numbers via perfect matchings of snake graphs
Watch video | Download video: 202501281431-Schiffler.mp4 (170M)
, Durham University
- 16:23
Groups generated by three symmetries on hyperbolic plane
Watch video | Download video: 202501281546-Felikson.mp4 (89M)
, Stockholm University
- 17:10
Fricke's trace identity and spin groups
Watch video | Download video: 202501281632-Kaufman.mp4 (177M)
, University of Nevada, Las Vegas
- 09:31
Orbits of rational points on K3 surfaces
Watch video | Download video: 202501300902-Baragar.mp4 (76M)
, University of Copenhagen
- 10:41
Non-commutative Markov Numbers
Watch video | Download video: 202501301001-deCourcy-Ireland.mp4 (167M)
, UC Berkeley
- 11:53
A new proof of the Markov theorem
Watch video | Download video: 202501301116-Agol.mp4 (96M)
, University of Chicago
- 14:26
Twist tori equidistribute in moduli space
Watch video | Download video: 202501301346-Calderon.mp4 (73M)
, University of California - Riverside
- 15:00
Orbifold Markov Numbers
Watch video | Download video: 202501301430-Banaian.mp4 (111M)
Jan 19 - Jan 24
, University of Michigan
- 09:53
David Speyer Talk
Watch video | Download video: 202501200909-Speyer.mp4 (137M)
, Kennesaw State University
- 11:33
Thomas McConville Talk
Watch video | Download video: 202501201049-McConville.mp4 (140M)
, University of Kentucky
- 13:50
Martha Yip Talk
Watch video | Download video: 202501201301-Yip.mp4 (35M)
, Howard University
- 15:10
Sam Hopkins Talk
Watch video | Download video: 202501201420-Hopkins.mp4 (146M)
, University of Waterloo
- 09:46
Oliver Pechenik Talk
Watch video | Download video: 202501210924-Pechenik.mp4 (55M)
, Universitat de Barcelona
- 11:30
Vincent Pilaud Talk
Watch video | Download video: 202501211040-Pilaud.mp4 (144M)
, Universite du Quebec a Montreal
- 13:51
Hugh Thomas Talk
Watch video | Download video: 202501211301-Thomas.mp4 (40M)
, Harvard University
- 15:07
Grant Barkley Talk
Watch video | Download video: 202501211423-Barkley.mp4 (105M)
, University of Texas at Dallas
- 12:58
PLACEHOLDER (Do not remove or virtual meeting will not start)
Watch video | Download video: 202501240848-Williams.mp4 (860M)
Jan 12 - Jan 17
, ITP Heidelberg
- 10:13
Review Talk: Axions and ALPs Beyond Discovery
Watch video | Download video: 202501130908-Jaeckel.mp4 (212M)
, CERN
- 11:41
Review Talk: Axions in String Theory
Watch video | Download video: 202501131031-Moritz.mp4 (201M)
, King's College London
- 10:02
Fuzzy DM
Watch video | Download video: 202501140902-Marsh.mp4 (167M)
, King's College London
- 11:31
String axions: the hot and the fuzzy
Watch video | Download video: 202501141035-Righi.mp4 (151M)
, McMaster/Perimeter
- 18:11
A Dark Horse for the Dark Sector (Naturally)
Watch video | Download video: 202501151719-Burgess.mp4 (86M)
, University of Washington
- 10:09
Review Talk: Detecting Axions
Watch video | Download video: 202501160901-Rybka.mp4 (123M)
, Cornell University and LMU Munich
- 09:56
Towards Fully Automated Pipelines for Exploring the String Axiverse
Watch video | Download video: 202501170903-Schachner.mp4 (142M)
, Heidelberg University
- 11:46
Outlook/Discussion
Watch video | Download video: 202501171036-Hebecker.mp4 (203M)
Jan 05 - Jan 10
, The College of New Jersey
- 09:12
Model-driven experimental design with applications to cancer immunotherapy
Watch video | Download video: 202501070834-Gevertz.mp4 (64M)
, The College of New Jersey
- 09:06
Forecasting and predicting stochastic agent-based models of cell migration with biologically-informed neural networks
Watch video | Download video: 202501080835-Nardini.mp4 (46M)
, University of Waterloo
- 10:11
Universal Physics-Informed Neural Networks and their Applications
Watch video | Download video: 202501090932-Podina.mp4 (96M)
, The University of Texas at Austin
- 15:14
Imaging based digital twins for patients who are not average
Watch video | Download video: 202501091434-Yankeelov.mp4 (57M)
, H. Lee Moffitt Cancer Center & Research Institute
- 11:37
Final Presentations
Watch video | Download video: 202501101046-Brady-Nicholls.mp4 (83M)