firstbacksecondback
133 Results
|
Spotlight
|
Thu 12:05 |
Nonlinear random matrix theory for deep learning Jeffrey Pennington · Pratik Worah |
|
|
Poster
|
Mon 18:30 |
Query Complexity of Clustering with Side Information Arya Mazumdar · Barna Saha |
|
|
Poster
|
Wed 18:30 |
Online Prediction with Selfish Experts Tim Roughgarden · Okke Schrijvers |
|
|
Poster
|
Tue 18:30 |
Convolutional Phase Retrieval Qing Qu · Yuqian Zhang · Yonina Eldar · John Wright |
|
|
Poster
|
Mon 18:30 |
Revisiting Perceptron: Efficient and Label-Optimal Learning of Halfspaces Songbai Yan · Chicheng Zhang |
|
|
Poster
|
Tue 18:30 |
Learning Overcomplete HMMs Vatsal Sharan · Sham Kakade · Percy Liang · Gregory Valiant |
|
|
Poster
|
Mon 18:30 |
First-Order Adaptive Sample Size Methods to Reduce Complexity of Empirical Risk Minimization Aryan Mokhtari · Alejandro Ribeiro |
|
|
Poster
|
Wed 18:30 |
Learning to Pivot with Adversarial Networks Gilles Louppe · Michael Kagan · Kyle Cranmer |
|
|
Poster
|
Tue 18:30 |
A New Theory for Matrix Completion Guangcan Liu · Qingshan Liu · Xiaotong Yuan |
|
|
Poster
|
Mon 18:30 |
Solving Most Systems of Random Quadratic Equations Gang Wang · Georgios Giannakis · Yousef Saad · Jie Chen |
|
|
Poster
|
Tue 18:30 |
Eigenvalue Decay Implies Polynomial-Time Learnability for Neural Networks Surbhi Goel · Adam Klivans |
|
|
Tutorial
|
Mon 14:30 |
Differentially Private Machine Learning: Theory, Algorithms and Applications Kamalika Chaudhuri · Anand D Sarwate |