conftrace_
← Topics

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
410
5040
14833
'00
'05
'10
'15
'20
'25

Papers (including subtopics)

Robustness of classifiers to uniform $\ell_p$ and Gaussian noise AISTATS 2018
Nested CRP with Hawkes-Gaussian Processes AISTATS 2018
Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models AISTATS 2018
Scalable Generalized Dynamic Topic Models AISTATS 2018
Bayesian Structure Learning for Dynamic Brain Connectivity AISTATS 2018
Learning Sparse Polymatrix Games in Polynomial Time and Sample Complexity AISTATS 2018
Factorized Recurrent Neural Architectures for Longer Range Dependence AISTATS 2018
Intersection-Validation: A Method for Evaluating Structure Learning without Ground Truth AISTATS 2018
Minimax-Optimal Privacy-Preserving Sparse PCA in Distributed Systems AISTATS 2018
Reparameterizing the Birkhoff Polytope for Variational Permutation Inference AISTATS 2018
Efficient Weight Learning in High-Dimensional Untied MLNs AISTATS 2018
Turing: A Language for Flexible Probabilistic Inference AISTATS 2018
Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control AISTATS 2018
Approximate Bayesian Computation with Kullback-Leibler Divergence as Data Discrepancy AISTATS 2018
Competing with Automata-based Expert Sequences AISTATS 2018
Robust Locally-Linear Controllable Embedding AISTATS 2018
Convergence of Value Aggregation for Imitation Learning AISTATS 2018
Parallel and Distributed MCMC via Shepherding Distributions AISTATS 2018
The Binary Space Partitioning-Tree Process AISTATS 2018
Efficient Bayesian Methods for Counting Processes in Partially Observable Environments AISTATS 2018
Matrix-normal models for fMRI analysis AISTATS 2018
Bayesian Multi-label Learning with Sparse Features and Labels, and Label Co-occurrences AISTATS 2018
Near-Optimal Machine Teaching via Explanatory Teaching Sets AISTATS 2018
Learning Hidden Quantum Markov Models AISTATS 2018
Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments AISTATS 2018