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)

Inference of Dynamic Graph Changes for Functional Connectome AISTATS 2020
An approximate KLD based experimental design for models with intractable likelihoods AISTATS 2020
“Bring Your Own Greedy”+Max: Near-Optimal 1/2-Approximations for Submodular Knapsack AISTATS 2020
Sample complexity bounds for localized sketching AISTATS 2020
An Optimal Algorithm for Adversarial Bandits with Arbitrary Delays AISTATS 2020
Tensorized Random Projections AISTATS 2020
Nonparametric Estimation in the Dynamic Bradley-Terry Model AISTATS 2020
Gaussian-Smoothed Optimal Transport: Metric Structure and Statistical Efficiency AISTATS 2020
Validation of Approximate Likelihood and Emulator Models for Computationally Intensive Simulations AISTATS 2020
Fenchel Lifted Networks: A Lagrange Relaxation of Neural Network Training AISTATS 2020
Learning Sparse Nonparametric DAGs AISTATS 2020
Minimax Rank-$1$ Matrix Factorization AISTATS 2020
An Inverse-free Truncated Rayleigh-Ritz Method for Sparse Generalized Eigenvalue Problem AISTATS 2020
The Gossiping Insert-Eliminate Algorithm for Multi-Agent Bandits AISTATS 2020
Understanding the Effects of Batching in Online Active Learning AISTATS 2020
Adaptive multi-fidelity optimization with fast learning rates AISTATS 2020
On the interplay between noise and curvature and its effect on optimization and generalization AISTATS 2020
Adaptive Exploration in Linear Contextual Bandit AISTATS 2020
Learning piecewise Lipschitz functions in changing environments AISTATS 2020
Optimal Approximation of Doubly Stochastic Matrices AISTATS 2020
Gain with no Pain: Efficiency of Kernel-PCA by Nyström Sampling AISTATS 2020
A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option AISTATS 2020
Prophets, Secretaries, and Maximizing the Probability of Choosing the Best AISTATS 2020
Hamiltonian Monte Carlo Swindles AISTATS 2020
A single algorithm for both restless and rested rotting bandits AISTATS 2020