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Spotlight
Thu Dec 06 06:45 AM -- 06:50 AM (PST) @ Room 220 CD
Learning with SGD and Random Features
Luigi Carratino · Alessandro Rudi · Lorenzo Rosasco
Spotlight
Thu Dec 06 06:50 AM -- 06:55 AM (PST) @ Room 220 CD
KONG: Kernels for ordered-neighborhood graphs
Moez Draief · Konstantin Kutzkov · Kevin Scaman · Milan Vojnovic
Spotlight
Thu Dec 06 06:55 AM -- 07:00 AM (PST) @ Room 220 CD
Quadrature-based features for kernel approximation
Marina Munkhoeva · Yermek Kapushev · Evgeny Burnaev · Ivan Oseledets
Spotlight
Thu Dec 06 07:00 AM -- 07:05 AM (PST) @ Room 220 CD
Statistical and Computational Trade-Offs in Kernel K-Means
Daniele Calandriello · Lorenzo Rosasco
Oral
Thu Dec 06 07:05 AM -- 07:20 AM (PST) @ Room 220 CD
Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models
Amir Dezfouli · Richard Morris · Fabio Ramos · Peter Dayan · Bernard Balleine
Spotlight
Thu Dec 06 07:20 AM -- 07:25 AM (PST) @ Room 220 CD
Why Is My Classifier Discriminatory?
Irene Chen · Fredrik Johansson · David Sontag
Spotlight
Thu Dec 06 07:25 AM -- 07:30 AM (PST) @ Room 220 CD
Human-in-the-Loop Interpretability Prior
Isaac Lage · Andrew Ross · Samuel J Gershman · Been Kim · Finale Doshi-Velez
Spotlight
Thu Dec 06 07:30 AM -- 07:35 AM (PST) @ Room 220 CD
Link Prediction Based on Graph Neural Networks
Muhan Zhang · Yixin Chen
Spotlight
Thu Dec 06 07:35 AM -- 07:40 AM (PST) @ Room 220 CD
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms
Avital Oliver · Augustus Odena · Colin A Raffel · Ekin Dogus Cubuk · Ian Goodfellow
Spotlight
Thu Dec 06 07:40 AM -- 07:45 AM (PST) @ Room 220 CD
Automatic differentiation in ML: Where we are and where we should be going
Bart van MerriĆ«nboer · Olivier Breuleux · Arnaud Bergeron · Pascal Lamblin