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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)

GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium NIPS 2017
A Unified Approach to Interpreting Model Predictions NIPS 2017
Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach NIPS 2017
Controllable Invariance through Adversarial Feature Learning NIPS 2017
Repeated Inverse Reinforcement Learning NIPS 2017
Inference in Graphical Models via Semidefinite Programming Hierarchies NIPS 2017
Gauging Variational Inference NIPS 2017
Teaching Machines to Describe Images with Natural Language Feedback NIPS 2017
Subset Selection and Summarization in Sequential Data NIPS 2017
Regret Minimization in MDPs with Options without Prior Knowledge NIPS 2017
Learning Identifiable Gaussian Bayesian Networks in Polynomial Time and Sample Complexity NIPS 2017
Learning Neural Representations of Human Cognition across Many fMRI Studies NIPS 2017
Causal Effect Inference with Deep Latent-Variable Models NIPS 2017
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach NIPS 2017
A Decomposition of Forecast Error in Prediction Markets NIPS 2017
Scalable Log Determinants for Gaussian Process Kernel Learning NIPS 2017
Scalable Planning with Tensorflow for Hybrid Nonlinear Domains NIPS 2017
Probabilistic Models for Integration Error in the Assessment of Functional Cardiac Models NIPS 2017
Multiscale Semi-Markov Dynamics for Intracortical Brain-Computer Interfaces NIPS 2017
Revisit Fuzzy Neural Network: Demystifying Batch Normalization and ReLU with Generalized Hamming Network NIPS 2017
Optimized Pre-Processing for Discrimination Prevention NIPS 2017
Scalable Demand-Aware Recommendation NIPS 2017
On Blackbox Backpropagation and Jacobian Sensing NIPS 2017
GP CaKe: Effective brain connectivity with causal kernels NIPS 2017
Imagination-Augmented Agents for Deep Reinforcement Learning NIPS 2017