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Alexandre Lacoste

WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?

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Mar 12, 2024
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Nonparametric Partial Disentanglement via Mechanism Sparsity: Sparse Actions, Interventions and Sparse Temporal Dependencies

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Jan 10, 2024
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Capture the Flag: Uncovering Data Insights with Large Language Models

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Dec 21, 2023
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GEO-Bench: Toward Foundation Models for Earth Monitoring

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Jun 06, 2023
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Choreographer: Learning and Adapting Skills in Imagination

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Nov 23, 2022
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A General Purpose Neural Architecture for Geospatial Systems

Nov 04, 2022
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Unsupervised Model-based Pre-training for Data-efficient Control from Pixels

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Sep 24, 2022
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Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark

Dec 01, 2021
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Typing assumptions improve identification in causal discovery

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Jul 22, 2021
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Discovering Latent Causal Variables via Mechanism Sparsity: A New Principle for Nonlinear ICA

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Jul 21, 2021
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