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Oral
Wed Jun 12 11:00 AM -- 11:20 AM (PDT) @ Room 103
Distributed Learning with Sublinear Communication
In
Optimization
[
Video]
Oral
Wed Jun 12 11:20 AM -- 11:25 AM (PDT) @ Room 103
On the Linear Speedup Analysis of Communication Efficient Momentum SGD for Distributed Non-Convex Optimization
In
Optimization
Oral
Wed Jun 12 11:25 AM -- 11:30 AM (PDT) @ Room 103
Stochastic Gradient Push for Distributed Deep Learning
In
Optimization
[
Slides]
Oral
Wed Jun 12 11:30 AM -- 11:35 AM (PDT) @ Room 103
Collective Model Fusion for Multiple Black-Box Experts
In
Optimization
Oral
Wed Jun 12 11:35 AM -- 11:40 AM (PDT) @ Room 103
Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization
In
Optimization
Oral
Wed Jun 12 11:40 AM -- 12:00 PM (PDT) @ Room 103
Trimming the $\ell_1$ Regularizer: Statistical Analysis, Optimization, and Applications to Deep Learning
In
Optimization
Oral
Wed Jun 12 12:00 PM -- 12:05 PM (PDT) @ Room 103
Compressed Factorization: Fast and Accurate Low-Rank Factorization of Compressively-Sensed Data
In
Optimization
Oral
Wed Jun 12 12:05 PM -- 12:10 PM (PDT) @ Room 103
Noisy Dual Principal Component Pursuit
In
Optimization
Oral
Wed Jun 12 12:10 PM -- 12:15 PM (PDT) @ Room 103
Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling
In
Optimization
Oral
Wed Jun 12 12:15 PM -- 12:20 PM (PDT) @ Room 103
Screening rules for Lasso with non-convex Sparse Regularizers
In
Optimization