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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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22
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14833
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Papers (including subtopics)

Bayesian Optimization with Binary Auxiliary Information UAI 2019
On Open-Universe Causal Reasoning UAI 2019
Exclusivity Graph Approach to Instrumental Inequalities UAI 2019
Synthesized Policies for Transfer and Adaptation across Tasks and Environments NIPS 2018
Self-Supervised Generation of Spatial Audio for 360° Video NIPS 2018
Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies NIPS 2018
KDGAN: Knowledge Distillation with Generative Adversarial Networks NIPS 2018
Objective and efficient inference for couplings in neuronal networks NIPS 2018
Learning sparse neural networks via sensitivity-driven regularization NIPS 2018
Cooperative neural networks (CoNN): Exploiting prior independence structure for improved classification NIPS 2018
Data center cooling using model-predictive control NIPS 2018
COLA: Decentralized Linear Learning NIPS 2018
Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual Dialog NIPS 2018
Learning Plannable Representations with Causal InfoGAN NIPS 2018
The streaming rollout of deep networks - towards fully model-parallel execution NIPS 2018
Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer NIPS 2018
Enhancing the Accuracy and Fairness of Human Decision Making NIPS 2018
Human-in-the-Loop Interpretability Prior NIPS 2018
Regret Bounds for Robust Adaptive Control of the Linear Quadratic Regulator NIPS 2018
A Bayesian Nonparametric View on Count-Min Sketch NIPS 2018
Provable Variational Inference for Constrained Log-Submodular Models NIPS 2018
Middle-Out Decoding NIPS 2018
Neural Arithmetic Logic Units NIPS 2018
Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models NIPS 2018
Random Feature Stein Discrepancies NIPS 2018