firstbacksecondback
38 Results
|
Poster
|
Wed 7:45 |
Learning Signed Determinantal Point Processes through the Principal Minor Assignment Problem Victor-Emmanuel Brunel |
|
|
Poster
|
Wed 7:45 |
Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems Mrinmaya Sachan · Kumar Avinava Dubey · Tom Mitchell · Dan Roth · Eric Xing |
|
|
Poster
|
Wed 14:00 |
The Everlasting Database: Statistical Validity at a Fair Price Blake Woodworth · Vitaly Feldman · Saharon Rosset · Nati Srebro |
|
|
Poster
|
Thu 7:45 |
Statistical and Computational Trade-Offs in Kernel K-Means Daniele Calandriello · Lorenzo Rosasco |
|
|
Poster
|
Thu 14:00 |
Learning from Group Comparisons: Exploiting Higher Order Interactions Yao Li · Minhao Cheng · Kevin Fujii · Fushing Hsieh · Cho-Jui Hsieh |
|
|
Poster
|
Wed 7:45 |
End-to-End Differentiable Physics for Learning and Control Filipe de Avila Belbute Peres · Kevin Smith · Kelsey Allen · Josh Tenenbaum · J. Zico Kolter |
|
|
Poster
|
Wed 7:45 |
Sketching Method for Large Scale Combinatorial Inference Wei Sun · Junwei Lu · Han Liu |
|
|
Poster
|
Wed 7:45 |
Optimization of Smooth Functions with Noisy Observations: Local Minimax Rates Yining Wang · Sivaraman Balakrishnan · Aarti Singh |
|
|
Spotlight
|
Thu 7:40 |
The committee machine: Computational to statistical gaps in learning a two-layers neural network Benjamin Aubin · Antoine Maillard · jean barbier · Florent Krzakala · Nicolas Macris · Lenka Zdeborová |
|
|
Poster
|
Thu 14:00 |
Active Learning for Non-Parametric Regression Using Purely Random Trees Jack Goetz · Ambuj Tewari · Paul Zimmerman |
|
|
Poster
|
Thu 14:00 |
Informative Features for Model Comparison Wittawat Jitkrittum · Heishiro Kanagawa · Patsorn Sangkloy · James Hays · Bernhard Schölkopf · Arthur Gretton |
|
|
Poster
|
Thu 14:00 |
Nonparametric Density Estimation under Adversarial Losses Shashank Singh · Ananya Uppal · Boyue Li · Chun-Liang Li · Manzil Zaheer · Barnabas Poczos |