conftrace_
← Machine Learning
Machine Learning ›

Optimization & Theory

36,874 papers (3 classified directly here)

Subtopics

Optimization (14,983) Bayesian Inference (5,566) Learning Theory (5,334) Theory (4,955) Statistical Learning (4,117) Neural Network Optimization (3,649) Stochastic Processes (2,667) Loss Functions (1,162) Distributed Learning (1,135) Stochastic Methods (1,118) Online Algorithms (806) Statistics (684) Information Theory (318) Generalization (220) Sparse Optimization (158) Sample Complexity (99) Game Theory (30) Robust Optimization (17) Optimal Transport (14) Approximation Algorithms (10) Distributed Optimization (8) Convex Optimization (8)

Papers per year

1
52
337
806
3400
3289
'00
'05
'10
'15
'20
'25

Papers (including subtopics)

Convergence Rates for Persistence Diagram Estimation in Topological Data Analysis JMLR 2015
Supervised Learning via Euler's Elastica Models JMLR 2015
Learning to Identify Concise Regular Expressions that Describe Email Campaigns JMLR 2015
Non-Asymptotic Analysis of a New Bandit Algorithm for Semi-Bounded Rewards JMLR 2015
Graphical Models via Univariate Exponential Family Distributions JMLR 2015
Hilbert maps: scalable continuous occupancy mapping with stochastic gradient descent RSS 2015
Two-Stage Focused Inference for Resource-Constrained Collision-Free Navigation RSS 2015
IMU Preintegration on Manifold for Efficient Visual-Inertial Maximum-a-Posteriori Estimation RSS 2015
Decoupled Representation of the Error and Trajectory Estimates for Ef_cient Pose Estimation RSS 2015
Robust Trajectory Optimization Under Frictional Contact with Iterative Learning RSS 2015
Guidance and Navigation for UAV Airborne Docking RSS 2015
Robust Trajectory Optimization: A Cooperative Stochastic Game Theoretic Approach RSS 2015
Continuous-Time Trajectory Estimation for Event-based Vision Sensors RSS 2015
Probabilistic Semi-Dense Mapping from Highly Accurate Feature-Based Monocular SLAM RSS 2015
Dealing with Difficult Instances of Object Rearrangement RSS 2015
Online Planning for Autonomous Running Jumps Over Obstacles in High-Speed Quadrupeds RSS 2015
Optimal Robust Control for Bipedal Robots through Control Lyapunov Function based Quadratic Programs RSS 2015
From Stochastic Mixability to Fast Rates NIPS 2014
Active Regression by Stratification NIPS 2014
Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition NIPS 2014
Biclustering Using Message Passing NIPS 2014
Identifying and attacking the saddle point problem in high-dimensional non-convex optimization NIPS 2014
Beta-Negative Binomial Process and Exchangeable Random Partitions for Mixed-Membership Modeling NIPS 2014
Gaussian Process Volatility Model NIPS 2014
Distributed Estimation, Information Loss and Exponential Families NIPS 2014