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Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing " Spurious " Correlations
"label shift" assumption, where the labels now also include the nuisance factors
Efficient Pure Exploration in Adaptive Round model
Tianyuan Jin, Jieming SHI, Xiaokui Xiao, Enhong Chen
Neural Information Processing Systems http://nips.cc/
Deep Equilibrium Algorithmic Reasoning
Algorithms, while straightforward in theory, become challenging to deploy in real-world scenarios.
ImplicitGenerativeCopulas
Many approaches are available to reliably model univariate distributions of real-valued variables.
Retrosynthesis Prediction with Conditional Graph Logic Network
Hanjun Dai, Chengtao Li, Connor Coley, Bo Dai, Le Song
Neural Information Processing Systems http://nips.cc/
Wide Neural Networks of Any Depth Evolve as Linear Models Under Gradient Descent
Jaehoon Lee, Lechao Xiao, Samuel Schoenholz, Yasaman Bahri, Roman Novak, Jascha Sohl-Dickstein, Jeffrey Pennington
Neural Information Processing Systems http://nips.cc/