conftrace_

Artificial Intelligence

72,274 papers (0 classified directly here)

Subtopics

Core AI (59,089) Learning Paradigms (14,108) Bayesian & Probabilistic (4,335)

Papers per year

2
22
193
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14833
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Papers (including subtopics)

Bridging the gap between regret minimization and best arm identification, with application to A/B tests AISTATS 2019
Gaussian Process Modulated Cox Processes under Linear Inequality Constraints AISTATS 2019
Bounding Inefficiency of Equilibria in Continuous Actions Games using Submodularity and Curvature AISTATS 2019
Provable Robustness of ReLU networks via Maximization of Linear Regions AISTATS 2019
Safe Convex Learning under Uncertain Constraints AISTATS 2019
Learning Controllable Fair Representations AISTATS 2019
Multi-Task Time Series Analysis applied to Drug Response Modelling AISTATS 2019
Improving the Stability of the Knockoff Procedure: Multiple Simultaneous Knockoffs and Entropy Maximization AISTATS 2019
Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features AISTATS 2019
The Termination Critic AISTATS 2019
Learning Determinantal Point Processes by Corrective Negative Sampling AISTATS 2019
Interval Estimation of Individual-Level Causal Effects Under Unobserved Confounding AISTATS 2019
Interpretable Cascade Classifiers with Abstention AISTATS 2019
Kernel Exponential Family Estimation via Doubly Dual Embedding AISTATS 2019
Bernoulli Race Particle Filters AISTATS 2019
Augmented Ensemble MCMC sampling in Factorial Hidden Markov Models AISTATS 2019
Probabilistic Riemannian submanifold learning with wrapped Gaussian process latent variable models AISTATS 2019
Interpretable Almost-Exact Matching for Causal Inference AISTATS 2019
An Optimal Control Approach to Sequential Machine Teaching AISTATS 2019
Doubly Semi-Implicit Variational Inference AISTATS 2019
Scalable High-Order Gaussian Process Regression AISTATS 2019
Bayesian Learning of Conditional Kernel Mean Embeddings for Automatic Likelihood-Free Inference AISTATS 2019
Efficient Bayesian Optimization for Target Vector Estimation AISTATS 2019
Improving Quadrature for Constrained Integrands AISTATS 2019
Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization Perspective AISTATS 2019