Schedule
Monday 21st July
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Time |
Event |
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8:15 |
Registration opens Foyer |
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9:00-10:30 |
Tutorial 1: Hyperparameter Optimization and Algorithm Selection: Practical Techniques, Theory, and New Frontiers Speaker: Dravyansh Sharma [slides] Room Copacabana A |
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Tutorial 2: Counterfactuals in Minds and Machines Speaker: Stratis Tsirtsis [slides] Room Copacabana B |
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10:30-11:00 |
Coffee Break Foyer |
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11:00-12:00 |
Tutorial 1: Hyperparameter Optimization and Algorithm Selection: Practical Techniques, Theory, and New Frontiers (continuation) Room Copacabana A |
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Tutorial 2: Counterfactuals in Minds and Machines (continuation) Room Copacabana B |
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Mentoring Panel: Navigating Career Challenges in Machine Learning Research Moderators: Eli Carrami, Isabela Albuquerque (virtual) Panelists: Cassio Campos, Sabina Sloman, Yingzhen Li Room Bossa (3rd floor) |
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12:00-14:00 |
Lunch on your own |
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14:00-15:30 |
Tutorial 3: Introduction to Bayesian Nonparametric Methods for Causal Inference Speakers: Michael Daniels and Jason Roy [slides] Room Copacabana A |
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Tutorial 4: Causal Inference with Deep Learning and Generative Models Speakers: Murat Kocaoglu and Md Musfiqur Rahman [slides] Room Copacabana B |
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Tutorial 5: Modern Approximate Inference: Variational Methods and Beyond Speakers: Diana Cai and Yingzhen Li [slides] Room Bossa (3rd floor) |
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15:30-16:00 |
Coffee Break Foyer |
|
16:00-18:30 |
Tutorial 3: Introduction to Bayesian Nonparametric Methods for Causal Inference (continuation) Room Copacabana A |
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Tutorial 4: Causal Inference with Deep Learning and Generative Models (continuation) Room Copacabana B |
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Tutorial 5: Modern Approximate Inference: Variational Methods and Beyond (continuation) Room Bossa (3rd floor) |
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19:00- 20:30 |
Reception Foyer |
Tuesday 22nd July
All of the main session events are in rooms Copacabana A+B.
|
Time |
Event |
|
|
8:15 |
Registration opens Foyer |
|
|
9:00-10:00 |
Keynote: Francesca Dominici Uncertainty in AI: Solution or Obstacle for Climate Action? [slides] |
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|
10:00-10:30 |
Coffee Break Foyer |
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|
10:30-12:00 |
Oral Session 1: Learning Session chair: Denis Deratani Mauá |
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10:30 |
Proximal Interacting Particle Langevin Algorithms (741) [slides] |
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|
10:50 |
Hybrid Bernstein Normalizing Flows for Flexible Multivariate Density Regression with Interpretable Marginals (399) [slides] |
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|
11:10 |
A Probabilistic Neuro-symbolic Layer for Algebraic Constraint Satisfaction (486) [slides] |
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|
11:30 |
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|
12:00-14:00 |
Lunch on your own |
|
|
14:00-15:00 |
Oral Session 2: Uncertainty Session chair: Fabio Gagliardi Cozman |
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|
14:00 |
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|
14:20 |
Epistemic Uncertainty in Conformal Scores: A Unified Approach (464) [slides] |
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|
14:40 |
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|
15:00-15:30 |
Setup posters Foyer, Room Copacabana A, Room Mar Azul |
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15:30-16:00 |
Coffee Break Foyer |
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|
16:00-18:30 |
Poster Session 1 (hybrid) In-person (Foyer, Room Copacabana A, Room Mar Azul): |
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5, 11, 123, 127, 176, 181, 194, 258, 277, 279, 282, 388, 390, 399, 420, 436, 437, 445, 464, 482, 486, 493, 516, 534, 540, 602, 618, 651, 717, 721, 736, 741, 752, 799, 801, 819, 830, 837, 842, 844 |
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Virtual poster session (gather.town): |
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3, 15, 33, 40, 47, 63, 73, 109, 112, 175, 180, 213, 221, 246, 265, 273, 274, 298, 302, 309, 311, 317, 337, 345, 356, 358, 365, 393, 414, 423, 477, 483, 552, 615, 616, 621, 676, 719, 720, 758, 763, 773, 790, 818, 820 |
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Wednesday 23rd July
All of the main session events are in rooms Copacabana A+B.
|
Time |
Event |
|
|
8:15 |
Registration opens Foyer |
|
|
9:00-10:00 |
Keynote: Elias Bareinboim Towards Causal Artificial Intelligence |
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10:00-10:30 |
Coffee Break Foyer |
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10:30-12:00 |
Oral Session 3: Causality Session chair: Negar Kiyavash |
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10:30 |
Enumerating Optimal Cost-Constrained Adjustment Sets (296) [slides] |
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|
10:50 |
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|
11:10 |
Expert-In-The-Loop Causal Discovery: Iterative Model Refinement Using Expert Knowledge (777) [slides] |
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11:30 |
Are You Doing Better Than Random Guessing? A Call for Using Negative Controls When Evaluating Causal Discovery Algorithms (virtual, 302) [slides] |
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|
12:00-14:00 |
Lunch on your own |
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|
14:00-15:00 |
Oral Session 4: Safety Session chair: Murat Kocaoglu |
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|
14:00 |
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|
14:20 |
Just Trial Once: Ongoing Causal Validation of Machine Learning Models (543) [slides] |
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14:40 |
Probabilistic Explanations for Regression Models (350) [slides] |
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|
15:00-15:30 |
Setup posters Foyer, Room Copacabana A, Room Mar Azul |
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|
15:30-16:00 |
Coffee Break Foyer |
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|
16:00-18:30 |
Poster Session 2 (in-person in Foyer, Room Copacabana A, Room Mar Azul): |
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23, 76, 78, 105, 113, 146, 202, 244, 245, 271, 287, 290, 296, 297, 313, 342, 348, 350, 351, 361, 366, 374, 384, 387, 389, 391, 397, 406, 418, 432, 467, 469, 487, 488, 495, 501, 511, 512, 514, 515, 543, 544, 590, 633, 635, 664, 672, 679, 711, 734, 742, 754, 777, 779, 780, 798, 803, 836 |
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|
19:00-22:00 |
Banquet Bossa Cafe' (3rd floor) |
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Thursday 24th July
All of the main session events are in rooms Copacabana A+B.
|
Time |
Event |
|
|
8:15 |
Registration opens Foyer |
|
|
9:00-10:00 |
Townhall and Best Papers Awards |
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10:00-10:30 |
Coffee Break Foyer |
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|
10:30-12:00 |
Oral Session 5: Optimization Session Chair: Cassio de Campos |
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10:30 |
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10:50 |
Correlated Quantization for Faster Nonconvex Distributed Optimization (143) |
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11:10 |
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11:40 |
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|
12:00-14:20 |
Lunch on your own |
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|
14:20-15:00 |
Oral Session 6: Robustness Session Chair: Yingzhen Li |
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14:20 |
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|
14:40 |
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|
15:00-15:30 |
Setup posters Foyer, Room Copacabana A, Room Mar Azul |
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|
15:30-16:00 |
Coffee Break Foyer |
|
|
16:00-18:30 |
Poster Session 3 (hybrid) In-person (Foyer, Room Copacabana A, Room Mar Azul): |
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|
10, 61, 115, 128, 143, 147, 205, 237, 252, 262, 293, 308, 312, 325, 382, 403, 415, 419, 470, 490, 507, 523, 529, 542, 546, 557, 612, 668, 674, 700, 703, 713, 740, 755, 782, 786, 807, 811, 827, 831 |
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Virtual poster session (gather.town): |
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13, 27, 53, 99, 129, 131, 141, 144, 155, 162, 166, 193, 226, 235, 259, 261, 264, 269, 275, 289, 299, 326, 327, 333, 341, 362, 386, 398, 449, 517, 554, 573, 576, 595, 619, 628, 630, 634, 657, 662, 687, 718, 724, 725, 832 |
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Friday 25th July
|
Time |
Event |
|
8:15 |
Registration opens Foyer |
|
9:00-10:30 |
The 8th Workshop on Tractable Probabilistic Modeling: From Logic to Probabilities and Back Room Copacabana A |
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Causal Abstractions and Representations Workshop Room Copacabana B |
|
|
Room Bossa (3rd floor) |
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|
10:30-11:00 |
Coffee Break Foyer |
|
11:00-12:00 |
The 8th Workshop on Tractable Probabilistic Modeling: From Logic to Probabilities and Back Room Copacabana A |
|
Causal Abstractions and Representations Workshop Room Copacabana B |
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|
1st Workshop on Safe AI Room Bossa (3rd floor) |
|
|
12:00-14:00 |
Lunch on your own |
|
14:00-15:30 |
The 8th Workshop on Tractable Probabilistic Modeling: From Logic to Probabilities and Back Room Copacabana A |
|
Causal Abstractions and Representations Workshop Room Copacabana B |
|
|
1st Workshop on Safe AI Room Bossa (3rd floor) |
|
|
10:30-11:00 |
Coffee Break Foyer |
|
16:00-18:30 |
The 8th Workshop on Tractable Probabilistic Modeling: From Logic to Probabilities and Back Room Copacabana A |
|
Causal Abstractions and Representations Workshop Room Copacabana B |