Skip to yearly menu bar Skip to main content


(10 events)   Timezone:  
Show all
Toggle Poster Visibility
Oral
Thu Jun 13 03:00 AM -- 03:20 AM (KST) @ Room 103
Distributed Learning with Sublinear Communication
Jayadev Acharya · Christopher De Sa · Dylan Foster · Karthik Sridharan
[ Video
Oral
Thu Jun 13 03:20 AM -- 03:25 AM (KST) @ Room 103
On the Linear Speedup Analysis of Communication Efficient Momentum SGD for Distributed Non-Convex Optimization
Hao Yu · rong jin · Sen Yang
[ Slides [ Video
Oral
Thu Jun 13 03:25 AM -- 03:30 AM (KST) @ Room 103
Stochastic Gradient Push for Distributed Deep Learning
Mahmoud Assran · Nicolas Loizou · Nicolas Ballas · Michael Rabbat
[ Slides
Oral
Thu Jun 13 03:30 AM -- 03:35 AM (KST) @ Room 103
Collective Model Fusion for Multiple Black-Box Experts
Minh Hoang · Nghia Hoang · Bryan Kian Hsiang Low · Carleton Kingsford
[ Slides [ Video
Oral
Thu Jun 13 03:35 AM -- 03:40 AM (KST) @ Room 103
Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization
Farzin Haddadpour · Mohammad Mahdi Kamani · Mehrdad Mahdavi · Viveck Cadambe
[ Slides [ Video
Oral
Thu Jun 13 03:40 AM -- 04:00 AM (KST) @ Room 103
Trimming the $\ell_1$ Regularizer: Statistical Analysis, Optimization, and Applications to Deep Learning
Jihun Yun · Peng Zheng · Eunho Yang · Aurelie Lozano · Aleksandr Aravkin
[ Slides [ Video
Oral
Thu Jun 13 04:00 AM -- 04:05 AM (KST) @ Room 103
Compressed Factorization: Fast and Accurate Low-Rank Factorization of Compressively-Sensed Data
Vatsal Sharan · Kai Sheng Tai · Peter Bailis · Gregory Valiant
[ Slides [ Video
Oral
Thu Jun 13 04:05 AM -- 04:10 AM (KST) @ Room 103
Noisy Dual Principal Component Pursuit
Tianyu Ding · Zhihui Zhu · Tianjiao Ding · Yunchen Yang · Daniel Robinson · Manolis Tsakiris · Rene Vidal
[ Slides [ Video
Oral
Thu Jun 13 04:10 AM -- 04:15 AM (KST) @ Room 103
Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling
Shanshan Wu · Alexandros Dimakis · Sujay Sanghavi · Felix Xinnan Yu · Daniel Holtmann-Rice · Dmitry Storcheus · Afshin Rostamizadeh · Sanjiv Kumar
[ Slides [ Video
Oral
Thu Jun 13 04:15 AM -- 04:20 AM (KST) @ Room 103
Screening rules for Lasso with non-convex Sparse Regularizers
alain rakotomamonjy · Gilles Gasso · Joseph Salmon
[ Slides [ Video