Europe
Selecting Optimal Decisions via Distributionally Robust Nearest-Neighbor Regression
Ruidi Chen, Ioannis Paschalidis
Wedemonstrate theproposed methodology onahypertension dataset,showingthatourprescribed treatment leadstoalarger reduction in the systolic blood pressure compared to a series of alternatives.
Smoothed Analysis of Discrete Tensor Decomposition and Assemblies of Neurons
Nima Anari, Constantinos Daskalakis, Wolfgang Maass, Christos Papadimitriou, Amin Saberi, Santosh Vempala
Neural Information Processing Systems http://nips.cc/
Symbolic Regression with a Learned Concept Library
SR, uses zero-shot queries to a large language model (LLM) to discover and evolve abstract concepts occurring in known high-performing hypotheses.
Distributed Stochastic Optimization via Adaptive SGD
Ashok Cutkosky, Róbert Busa-Fekete
Neural Information Processing Systems http://nips.cc/
Saccader: Improving Accuracy of Hard Attention Models for Vision
Gamaleldin Elsayed, Simon Kornblith, Quoc V. Le
Neural Information Processing Systems http://nips.cc/