conftrace_
← Optimization & Theory
Machine Learning › Optimization & Theory ›

Optimization

14,207 papers

Papers per year

Papers

Effective Attention Modeling for Aspect-Level Sentiment Classification COLING 2018
Joint Neural Entity Disambiguation with Output Space Search COLING 2018
Sliced Recurrent Neural Networks COLING 2018
A Prospective-Performance Network to Alleviate Myopia in Beam Search for Response Generation COLING 2018
Incorporating Deep Visual Features into Multiobjective based Multi-view Search Results Clustering COLING 2018
Tübingen-Oslo Team at the VarDial 2018 Evaluation Campaign: An Analysis of N-gram Features in Language Variety Identification COLING 2018
Twist Bytes - German Dialect Identification with Data Mining Optimization COLING 2018
Logistic Regression: The Importance of Being Improper COLT 2018
Accelerating Stochastic Gradient Descent for Least Squares Regression COLT 2018
Optimal approximation of continuous functions by very deep ReLU networks COLT 2018
Lower Bounds for Higher-Order Convex Optimization COLT 2018
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk COLT 2018
Accelerated Gradient Descent Escapes Saddle Points Faster than Gradient Descent COLT 2018
Convex Optimization with Unbounded Nonconvex Oracles using Simulated Annealing COLT 2018
Finite Sample Analysis of Two-Timescale Stochastic Approximation with Applications to Reinforcement Learning COLT 2018
More Adaptive Algorithms for Adversarial Bandits COLT 2018
Non-Convex Matrix Completion Against a Semi-Random Adversary COLT 2018
Efficient Algorithms for Outlier-Robust Regression COLT 2018
Cutting plane methods can be extended into nonconvex optimization COLT 2018
Black-Box Reductions for Parameter-free Online Learning in Banach Spaces COLT 2018
Online learning over a finite action set with limited switching COLT 2018
Smoothed Online Convex Optimization in High Dimensions via Online Balanced Descent COLT 2018
Faster Rates for Convex-Concave Games COLT 2018
$\ell_1$ Regression using Lewis Weights Preconditioning and Stochastic Gradient Descent COLT 2018
An Estimate Sequence for Geodesically Convex Optimization COLT 2018