papers
Publications (5)
cs.AI2018
Generalized Binary Search For Split-Neighborly Problems
Stephen Mussmann, Percy Liang
cs.LG2018
Uncertainty Sampling is Preconditioned Stochastic Gradient Descent on Zero-One Loss
Stephen Mussmann, Percy Liang
cs.CV2015
Understanding Trajectory Behavior: A Motion Pattern Approach
Mahdi M. Kalayeh, Stephen Mussmann, Alla Petrakova +2
cs.LG2018
On the Relationship between Data Efficiency and Error for Uncertainty Sampling
Stephen Mussmann, Percy Liang
cs.LG2017
Fast Amortized Inference and Learning in Log-linear Models with Randomly Perturbed Nearest Neighbor Search
Stephen Mussmann, Daniel Levy, Stefano Ermon