Max Planck Institute for Intelligent Systems
Max-Planck-Ring 4, Tübingen, Germany (Lecture Hall N0.002)
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Tuesday, June 18, 2024
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9:00-9:25
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Welcome Coffee
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9:25-9:30
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Welcome from CIFAR, ELLIS and workshop organizers
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9:30-10:00
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Leon Bottou (Meta)
Memory Mosaics
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10:00-10:30
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Chris Williams (U. Edinburgh)
Structured Generative Models for Scene Understanding
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10:30-11:00
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Coffee break
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11:00-11:15
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Angela Zhou (U. Southern California)
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11:15-11:45
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Max Welling (U. Amsterdam)
Spatiotemporal Neural Representations
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11:45-12:15
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Simon Lacoste-Julien (U. Montreal / Mila)
Some New Identifiability Results for Causal Representation Learning
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12:15-13:30
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Lunch
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13:30-14:00
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Yann LeCun (Meta)
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14:00-14:30
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Bernhard Schölkopf (MPI-IS / ELLIS Institute)
What makes a representation causal?
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14:30-14:45
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Sonali Parbhoo (Imperial College London)
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14:45-15:15
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Coffee Break
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15:15-15:45
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Rediet Abebe (Harvard) - virtual talk
When Does Resource Allocation Require Prediction?
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15:45-16:00
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Dhanya Sridhar (U. Montreal / Mila) - virtual talk
Causal modeling in the era of in-context learning: challenges and generalization benefits
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16:00-17:00
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Panel Discussion on Causality
Moderator: Stefan Bauer (TU München / Helmholtz AI)
Panelists: Bernhard Schölkopf, Max Welling, Angela Zhou, Sonali Parbhoo
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Wednesday, June 19, 2024
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8:30-8:55
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Coffee and pastries available at MPI
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8:55-9:00
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Welcome back
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9:00-9:30
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Eva Dyer (Georgia Tech)
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9:30-10:00
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SueYeon Chung (NYU / Flatiron CCN)
Neural manifold capacity: theory of concept representations in biological and artificial neural networks
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10:00-10:30
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Coffee break
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10:30-11:00
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Aapo Hyvärinen (U. Helsinki)
Painful Intelligence: What AI can tell us about human suffering
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11:00-11:30
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Brett Kagan (Cortical Labs)
Culturing Intelligence: Methods to Harness Information Processing from Biological Neurons
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11:30-12:00
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Thomas Parr (Oxford)
Generative world models for active inference
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12:00-13:30
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Lunch
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13:30-14:00
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Carl Rasmussen (Cambridge)
Mechanisms against climate change
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14:00-14:30
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Richard Zemel (Columbia)
LLMs: Uncertainty Quantification and Responsible Deployment
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14:30-15:00
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Coffee Break
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15:00-15:30
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Yoshua Bengio (U. Montreal / Mila) - virtual talk
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15:30-16:30
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Panel Discussion
Moderator: Baobao Zhang (U. Syracuse)
Panelists: Richard Zemel, Neil Lawrence, Matthias Bethge
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16:30-16:45
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Open Discussion
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16:45-17:00
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Concluding Remarks
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