Technology
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.
8efb100a295c0c690931222ff4467bb8-AuthorFeedback.pdf
Inthefinalresponseprediction,15 we treat all the neighbors equally, using the same weight. Their result also considered the runtime-precision tradeoff which we did not take into43 account.
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/