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12 Program Highlights »
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Oral
Wed Dec 6th 10:20 -- 10:35 AM @ Hall A
On Structured Prediction Theory with Calibrated Convex Surrogate Losses
Anton Osokin · Francis Bach · Simon Lacoste-Julien
Oral
Wed Dec 6th 10:35 -- 10:50 AM @ Hall A
REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models
George Tucker · Andriy Mnih · Chris J Maddison · John Lawson · Jascha Sohl-Dickstein
Oral
Wed Dec 6th 10:50 -- 11:05 AM @ Hall A
Variance-based Regularization with Convex Objectives
Hongseok Namkoong · John C Duchi
Oral
Wed Dec 6th 11:05 -- 11:20 AM @ Hall A
Online control of the false discovery rate with decaying memory
Aaditya Ramdas · Fanny Yang · Martin Wainwright · Michael Jordan
Spotlight
Wed Dec 6th 11:20 -- 11:25 AM @ Hall A
Submultiplicative Glivenko-Cantelli and Uniform Convergence of Revenues
Noga Alon · Moshe Babaioff · Yannai A. Gonczarowski · Yishay Mansour · Shay Moran · Amir Yehudayoff
Spotlight
Wed Dec 6th 11:25 -- 11:30 AM @ Hall A
Fast Black-box Variational Inference through Stochastic Trust-Region Optimization
Jeffrey Regier · Michael Jordan · Jon McAuliffe
Spotlight
Wed Dec 6th 11:30 -- 11:35 AM @ Hall A
A Universal Analysis of Large-Scale Regularized Least Squares Solutions
Ashkan Panahi · Babak Hassibi
Spotlight
Wed Dec 6th 11:35 -- 11:40 AM @ Hall A
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning
Marco Fraccaro · Simon Kamronn · Ulrich Paquet · Ole Winther
Spotlight
Wed Dec 6th 11:40 -- 11:45 AM @ Hall A
Accelerated Stochastic Greedy Coordinate Descent by Soft Thresholding Projection onto Simplex
Chaobing Song · Shaobo Cui · Yong Jiang · Shu-Tao Xia
Spotlight
Wed Dec 6th 11:45 -- 11:50 AM @ Hall A
Early stopping for kernel boosting algorithms: A general analysis with localized complexities
Yuting Wei · Fanny Yang · Martin Wainwright
Spotlight
Wed Dec 6th 11:50 -- 11:55 AM @ Hall A
Spectrally-normalized margin bounds for neural networks
Peter Bartlett · Dylan J Foster · Matus Telgarsky
Spotlight
Wed Dec 6th 11:55 AM -- 12:00 PM @ Hall A
The Scaling Limit of High-Dimensional Online Independent Component Analysis
Chuang Wang · Yue Lu