activity
20172026
most citedFast Amortized Inference and Learning in Log-linear Models with Randomly Perturbed Nearest Neighbor Search

6 citations · 11 across the 7 of their papers we have counts for

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cs.DS2026

Sum Estimation via Vector Similarity Search

Stephen Mussmann, Mehul Smriti Raje, Kavya Tumkur +3

Semantic embeddings to represent objects such as image, text and audio are widely used in machine learning and have spurred the development of vector similarity search methods for…

cs.DS2019

A Tight Analysis of Greedy Yields Subexponential Time Approximation for Uniform Decision Tree

Ray Li, Percy Liang, Stephen Mussmann

Decision Tree is a classic formulation of active learning: given hypotheses with nonnegative weights summing to 1 and a set of tests that each partition the hypotheses, output…