conftrace_

multi-environment learning

4 papers

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Co-occurring keywords

causal discovery (460) low-rank matrix sensing (5) confounding variable (14) causal mechanism shift (4) causal network (10) multi-environment interaction (1) intervention detection (2) algorithmic causation (1) algorithmic model of causation (1) replay buffer (27)

Papers

The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing NIPS 2024
Identifying Confounding from Causal Mechanism Shifts AISTATS 2024
Information-Theoretic Causal Discovery and Intervention Detection over Multiple Environments AAAI 2023
Sim and Real: Better Together NIPS 2021