conftrace_

Mathematics & Optimization

16,944 papers (0 classified directly here)

Subtopics

Optimization (12,959) Mathematics (5,735) Probability (519) Statistics (265) Discrete Mathematics (15)

Papers per year

1
23
162
566
1706
801
'00
'05
'10
'15
'20
'25

Papers (including subtopics)

Efficiently sampling functions from Gaussian process posteriors ICML 2020
Near Input Sparsity Time Kernel Embeddings via Adaptive Sampling ICML 2020
Is Local SGD Better than Minibatch SGD? ICML 2020
On the Noisy Gradient Descent that Generalizes as SGD ICML 2020
Stronger and Faster Wasserstein Adversarial Attacks ICML 2020
A Flexible Framework for Nonparametric Graphical Modeling that Accommodates Machine Learning ICML 2020
Optimally Solving Two-Agent Decentralized POMDPs Under One-Sided Information Sharing ICML 2020
Lower Complexity Bounds for Finite-Sum Convex-Concave Minimax Optimization Problems ICML 2020
Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control ICML 2020
Amortized Finite Element Analysis for Fast PDE-Constrained Optimization ICML 2020
Stochastic Optimization for Non-convex Inf-Projection Problems ICML 2020
Reinforcement Learning in Feature Space: Matrix Bandit, Kernels, and Regret Bound ICML 2020
It’s Not What Machines Can Learn, It’s What We Cannot Teach ICML 2020
Graph Structure of Neural Networks ICML 2020
Scaling up Hybrid Probabilistic Inference with Logical and Arithmetic Constraints via Message Passing ICML 2020
Generative Adversarial Imitation Learning with Neural Network Parameterization: Global Optimality and Convergence Rate ICML 2020
Spread Divergence ICML 2020
Privately Learning Markov Random Fields ICML 2020
Complexity of Finding Stationary Points of Nonconvex Nonsmooth Functions ICML 2020
Sparsified Linear Programming for Zero-Sum Equilibrium Finding ICML 2020
A Flexible Latent Space Model for Multilayer Networks ICML 2020
Sharp Composition Bounds for Gaussian Differential Privacy via Edgeworth Expansion ICML 2020
Bisection-Based Pricing for Repeated Contextual Auctions against Strategic Buyer ICML 2020
Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting ICML 2020
Nonparametric Score Estimators ICML 2020