firstbacksecondback
95 Results
|
Poster
|
Mon 18:30 |
Non-convex Finite-Sum Optimization Via SCSG Methods Lihua Lei · Cheng Ju · Jianbo Chen · Michael Jordan |
|
|
Poster
|
Wed 18:30 |
Position-based Multiple-play Bandit Problem with Unknown Position Bias Junpei Komiyama · Junya Honda · Akiko Takeda |
|
|
Poster
|
Tue 18:30 |
Bayesian Optimization with Gradients Jian Wu · Matthias Poloczek · Andrew Wilson · Peter Frazier |
|
|
Poster
|
Tue 18:30 |
Speeding Up Latent Variable Gaussian Graphical Model Estimation via Nonconvex Optimization Pan Xu · Jian Ma · Quanquan Gu |
|
|
Poster
|
Mon 18:30 |
On Quadratic Convergence of DC Proximal Newton Algorithm in Nonconvex Sparse Learning Xingguo Li · Lin Yang · Jason Ge · Jarvis Haupt · Tong Zhang · Tuo Zhao |
|
|
Poster
|
Mon 18:30 |
Subset Selection and Summarization in Sequential Data Ehsan Elhamifar · M. Clara De Paolis Kaluza |
|
|
Poster
|
Tue 18:30 |
Diffusion Approximations for Online Principal Component Estimation and Global Convergence Chris Junchi Li · Mengdi Wang · Tong Zhang |
|
|
Poster
|
Wed 18:30 |
The Scaling Limit of High-Dimensional Online Independent Component Analysis Chuang Wang · Yue Lu |
|
|
Poster
|
Tue 18:30 |
Robust Optimization for Non-Convex Objectives Robert S Chen · Brendan Lucier · Yaron Singer · Vasilis Syrgkanis |
|
|
Poster
|
Mon 18:30 |
YASS: Yet Another Spike Sorter Jin Hyung Lee · David Carlson · Hooshmand Shokri Razaghi · Weichi Yao · Georges A Goetz · Espen Hagen · Eleanor Batty · E.J. Chichilnisky · Gaute T. Einevoll · Liam Paninski |
|
|
Workshop
|
Fri 14:45 |
Spotlight: Lower Bounds for Finding Stationary Points of Non-Convex, Smooth High-Dimensional Functions |
|
|
Poster
|
Tue 18:30 |
Estimating High-dimensional Non-Gaussian Multiple Index Models via Stein’s Lemma Zhuoran Yang · Krishnakumar Balasubramanian · Zhaoran Wang · Han Liu |