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Workshop
Sat 5:10 Esteban Arcaute and Umut Ozertem - Facebook project on developing benchmarks of algorithms in realistic settings
Esteban Arcaute
Workshop
Sat 7:40 ML Benchmark Tools Package, Ryan Turner, Uber AI Labs
Ryan Turner
Workshop
Sat 5:10 Facebook project on developing benchmarks of algorithms in realistic settings
Workshop
Sat 7:25 Why every GBM speed benchmark is wrong
Vasilii Ershov
Workshop
Fri 12:30 Datasets and Benchmarks for Causal Learning
Csaba Szepesvari · Isabelle Guyon · Nicolai Meinshausen · David Blei · Elias Bareinboim · Bernhard Schölkopf · Pietro Perona
Workshop
Fri 10:55 Using Cumulative Distribution Based Performance Analysis to Benchmark Models
Scott Jordan
Poster
Tue 14:00 Precision and Recall for Time Series
Nesime Tatbul · Tae Jun Lee · Stan Zdonik · Mejbah Alam · Justin Gottschlich
Poster
Tue 14:00 Topkapi: Parallel and Fast Sketches for Finding Top-K Frequent Elements
Ankush Mandal · He Jiang · Anshumali Shrivastava · Vivek Sarkar
Poster
Tue 14:00 Scalable End-to-End Autonomous Vehicle Testing via Rare-event Simulation
Matthew O'Kelly · Aman Sinha · Hongseok Namkoong · Russ Tedrake · John Duchi
Poster
Thu 14:00 A Unified View of Piecewise Linear Neural Network Verification
Rudy Bunel · Ilker Turkaslan · Philip Torr · Pushmeet Kohli · Pawan K Mudigonda
Poster
Thu 7:45 Realistic Evaluation of Deep Semi-Supervised Learning Algorithms
Avital Oliver · Augustus Odena · Colin A Raffel · Ekin Dogus Cubuk · Ian Goodfellow