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UAI 2024 - Schedule


Time Monday Tuesday Wednesday Thursday Friday
8:15 Registration opens Registration opens
9:00 Tutorials 1 and 2 Keynote 1
Nicolò Cesa-Bianchi		 Keynote 2
Dominik Janzing		 Keynote 3
Vanessa Didelez		 Workshops 1, 2, 3
9:30
10:00 Coffee Coffee Coffee Coffee
10:30 Oral Session 1
Deep Learning		 Oral Session 3
Causality		 Oral Session 5
Learning Algorithms		 Workshops 1, 2, 3
11:00 Coffee
11:30 Tutorials 1 and 2
12:00
12:30 Lunch Lunch Lunch Lunch Lunch
13:00
13:30 Tutorials 3 and 4
14:00 Oral Session 2
Statistical Inference		 Poster Session 2
(hybrid)		 Oral Session 6
Probabilistic Modeling & Decision Making		 Workshops 1, 2, 3
14:30
15:00
15:30 Spotlights Session 1 Coffee Spotlights Session 2
16:00 Coffee Coffee Oral Session 4
Sequential Learning		 Coffee Coffee
16:30 Tutorial 5 Poster Session 1 Poster Session 3 Workshops 1, 2, 3
17:00
17:30
18:00 Town Hall
18:30
19:00
19:30 Reception
19:30 - 22:00
20:00 Banquet
20:00 - 23:00


The campus map is available on the local information page.

All Zoom links can be found in the document "UAI 2024 Useful Info" that has been emailed to registered participants. Please don't share them publicly!


Monday 15th July

Time Event
8:15 Registration opens
Entrance Roger de Lluria building (building 40)
9:00 Tutorial 1: An introduction to Performative Prediction
Room 40.012   [slides]   [recording]

Tutorial 2: Causal Graphical Methods For Handling Nonignorable Missing Data
Room 40.010   [slides]
11:00 Coffee Break
Patio Roger Lluria (building 40)
11:30 Continuation of tutorials
12:30 Lunch (lunch boxes are provided)
Cafeteria Roger Lluria (building 40)
13:30 Tutorial 3: Distribution-Free Predictive Uncertainty Quantification: Strengths and Limits of Conformal Prediction
Room 40.012   [slides]

Tutorial 4: Geometric Probabilistic Models
Room 40.010   [slides]   [recording]
16:00 Coffee Break
Patio Roger Lluria (building 40)
16:30
 Tutorial 5: Recent Advances of Statistical Reinforcement Learning
Room 40.012   [slides 1] [slides 2]
19:30
-
22:00		 Reception
Patio Jaume I (building 20)

Tuesday 16th July

Time Event
8:15 Registration opens
Auditorium hall (building 20)
9:00 Keynote Talk 1: Nicolò Cesa-Bianchi
Auditorium (building 20)
Streaming also available in room 40.S02 (building 40)   [recording]
10:00 Coffee Break
Patio Roger Lluria (building 40)
10:30 Oral Session 1: Deep Learning
Session chair: Murat Kocaoglu
10:30 Functional Wasserstein Bridge Inference for Bayesian Deep Learning (214)
10:54 Reflected Schrödinger Bridge for Constrained Generative Modeling (224, virtual)
11:18 Pix2Code: Learning to Compose Neural Visual Concepts as Programs (402)
11:42 Normalizing Flows for Conformal Regression (431)
12:06 Understanding Pathologies of Deep Heteroskedastic Regression (570)
Auditorium (building 20)
Streaming also available in room 40.S02 (building 40)   [recording]
12:30 Lunch (lunch boxes are provided)
Cafeteria Roger Lluria (building 40)
14:00 Oral Session 2: ​Statistical Inference
Session chair: Leonard Henckel
14:00 Inference for Optimal Linear Treatment Regimes in Personalized Decision-making (101, virtual)
14:24 Identification and Estimation of Conditional Average Partial Causal Effects via Instrumental Variable (198)
14:48 Statistical and Causal Robustness for Causal Null Hypothesis Tests (233)
Auditorium (building 20)
Streaming also available in room 40.S02 (building 40)   [recording]
15:40 Spotlights Session 1
15:40 Approximate Bayesian Computation with Path Signatures (215)
15:43 Analysis of Bootstrap and Subsampling in High-dimensional Regularized Regression (361)
15:46 Faster Perfect Sampling of Bayesian Network Structures (386)
15:49 Extremely Greedy Equivalence Search (454)
15:52 Walking the Values in Bayesian Inverse Reinforcement Learning (696)
15:55 Hidden Population Estimation with Indirect Inference and Auxiliary Information (583)
Auditorium (building 20)
Streaming also available in room 40.S02 (building 40)
16:00 Coffee Break
Patio Roger Lluria (building 40)
16:30 Poster Session 1 (in-person)
11, 40, 43, 44, 86, 90, 103, 117, 120, 134, 141, 144, 178, 179, 215, 222, 225, 232, 242, 264, 265, 288, 296, 303, 306, 314, 341, 345, 361, 363, 364, 377, 386, 420, 424, 432, 441, 445, 446, 451, 454, 461, 501, 504, 528, 540, 541, 544, 561, 562, 569, 583, 599, 613, 621, 638, 644, 646, 683, 686, 696, 703, 724, 738, 750, 780
Sala Exposicions (Exhibition room, building 20)
19:30 Close

Wednesday 17th July

Time Event
9:00 Keynote Talk 2: Dominik Janzing
Auditorium (building 20)
Streaming also available in room 40.S02 (building 40)   [recording]
10:00 Coffee Break
Patio Roger Lluria (building 40)
10:30 Oral Session 3: Causality
Session chair: Karthika Mohan
10:30 Towards Bounding Causal Effects under Markov Equivalence (108)
10:54 Targeted Reduction of Causal Models (409)
11:18 Characterising Interventions in Causal Games (457, virtual)
11:42 Causally Abstracted Multi-armed Bandits (500)
12:06 A General Identification Algorithm For Data Fusion Problems Under Systematic Selection (575, virtual)
Auditorium (building 20)
Streaming also available in room 40.S02 (building 40) [recording]
12:30 Lunch (lunch boxes are provided)
Cafeteria Roger Lluria (building 40)
14:00 Poster Session 2 (hybrid)
Online:
3, 19, 25, 26, 37, 41, 79, 94, 98, 100, 101, 140, 184, 193, 194, 223, 224, 227, 278, 308, 315, 317, 318, 322, 356, 411, 457, 458, 484, 503, 511, 526, 564, 575, 581, 596, 597, 619, 623, 632, 668, 687, 689, 710, 730, 758, 778
gather.town
More info and poster locations can be found here

In-person:
42, 65, 76, 108, 145, 176, 182, 198, 214, 233, 402, 409, 431, 464, 497, 499, 500, 545, 570, 571, 609, 739
Sala Exposicions (Exhibition room, building 20)
15:30 Coffee Break
Patio Roger Lluria (building 40)
16:00 Oral Session 4: Sequential Learning
Session chair: Anders Jonsson
16:00 Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction (65)
16:24 Towards Minimax Optimality of Model-based Robust Reinforcement Learning (76)
16:48 Optimistic Regret Bounds for Online Learning in Adversarial Markov Decision Processes (145)
17:12 Group Fairness in Predict-Then-Optimize Settings for Restless Bandits (499)
17:36 Recursively-Constrained Partially Observable Markov Decision Processes (609)
Auditorium (building 20)
Streaming also available in room 40.S02 (building 40) [recording]
18:10
-
19:00		 Town Hall
Auditorium (building 20)
Streaming also available in room 40.S02 (building 40)
20:00
-
23:00		 Banquet
Teatre Nacional de Catalunya
More information and how to get there

Thursday 18th July

Time Event
9:00 Keynote Talk 3: Vanessa Didelez (online)
Auditorium (building 20)
Streaming also available in room 40.S02 (building 40)
10:00 Coffee Break
Patio Roger Lluria (building 40)
10:30 Oral Session 5: Learning Algorithms
Session chair: Jalal Etesami
10:30 Cost-Sensitive Uncertainty-Based Failure Recognition for Object Detection (176)
10:54 Learning Accurate and Interpretable Decision Trees (497)
11:18 A Graph Theoretic Approach for Preference Learning with Feature Information (511, virtual)
11:42 Bayesian Active Learning in the Presence of Nuisance Parameters (545)
12:06 Support Recovery in Sparse PCA with General Missing Data (571)
Auditorium (building 20)
Streaming also available in room 40.S02 (building 40) [recording]
12:30 Lunch (lunch boxes are provided)
Cafeteria Roger Lluria (building 40)
14:00 Oral Session 6: Probabilistic Modeling & Decision Making
Session chair: Matthias Grossglauser
14:00 On the Capacitated Facility Location Problem with Scarce Resources (182)
14:24 Inference in Probabilistic Answer Set Programs with Imprecise Probabilities via Optimization (42)
14:48 Generalized Expected Utility as a Universal Decision Rule -- A Step Forward (464)
15:12 Polynomial Semantics of Tractable Probabilistic Circuits (739)
Auditorium (building 20)
Streaming also available in room 40.S02 (building 40) [recording]
15:40 Spotlights Session 2
15:40 Graph Feedback Bandits with Similar Arms (25, virtual)
15:43 Investigating the Impact of Model Width and Density on Generalization in Presence of Label Noise (317, virtual)
15:46 Convergence Behavior of an Adversarial Weak Supervision Method (360)
15:49 The Real Deal Behind the Artificial Appeal: Inferential Utility of Tabular Synthetic Data (406)
15:52 BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts (691)
15:55 Common Event Tethering to Improve Prediction of Rare Clinical Events (549)
Auditorium (building 20)
Streaming also available in room 40.S02 (building 40)
16:00 Coffee Break
Patio Roger Lluria (building 40)
16:30 Poster Session 3 (in-person)
12, 15, 59, 112, 113, 116, 161, 162, 171, 209, 226, 238, 240, 243, 262, 269, 270, 277, 286, 302, 313, 327, 336, 346, 352, 360, 368, 371, 375, 380, 395, 406, 413, 417, 430, 443, 455, 465, 474, 477, 486, 487, 492, 495, 505, 512, 525, 534, 538, 549, 550, 582, 591, 607, 626, 636, 639, 656, 691, 708, 709, 720, 736, 746, 763
Sala Exposicions (Exhibition room, building 20)
19:30 Close

Friday 19th July

Time Event
9:00 Workshop 1: Causal Inference
Room 40.012

Workshop 2: Causal Inference for Time Series Data
Room 40.010

Workshop 3: Tractable Probabilistic Modeling: Models We Trust
Room 40.008
10:00 Coffee Break
Patio Roger Lluria (building 40)
10:30 Continuation of workshops
12:30 Lunch (lunch boxes are provided)
Cafeteria Roger Lluria (building 40)
14:00 Continuation of workshops
16:00 Coffee Break
Patio Roger Lluria (building 40)
16:30 Continuation of workshops
18:30 Close



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