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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

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Papers (including subtopics)

Depth-Limited Solving for Imperfect-Information Games NIPS 2018
Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models NIPS 2018
Constrained Cross-Entropy Method for Safe Reinforcement Learning NIPS 2018
Graphical model inference: Sequential Monte Carlo meets deterministic approximations NIPS 2018
Playing hard exploration games by watching YouTube NIPS 2018
Improved Algorithms for Collaborative PAC Learning NIPS 2018
Scaling provable adversarial defenses NIPS 2018
Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions NIPS 2018
Confounding-Robust Policy Improvement NIPS 2018
The challenge of realistic music generation: modelling raw audio at scale NIPS 2018
Towards Robust Interpretability with Self-Explaining Neural Networks NIPS 2018
Predictive Uncertainty Estimation via Prior Networks NIPS 2018
An Off-policy Policy Gradient Theorem Using Emphatic Weightings NIPS 2018
Hybrid Macro/Micro Level Backpropagation for Training Deep Spiking Neural Networks NIPS 2018
The Cluster Description Problem - Complexity Results, Formulations and Approximations NIPS 2018
Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo NIPS 2018
Regret bounds for meta Bayesian optimization with an unknown Gaussian process prior NIPS 2018
Multi-Task Learning as Multi-Objective Optimization NIPS 2018
Learning to Exploit Stability for 3D Scene Parsing NIPS 2018
Communication Compression for Decentralized Training NIPS 2018
Neural Voice Cloning with a Few Samples NIPS 2018
Designing by Training: Acceleration Neural Network for Fast High-Dimensional Convolution NIPS 2018
Bandit Learning in Concave N-Person Games NIPS 2018
Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks NIPS 2018
Robust Learning of Fixed-Structure Bayesian Networks NIPS 2018