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Deep Learning

1,397 papers

Papers per year

3
163
233
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Papers

Towards Comprehensive Recommender Systems: Time-Aware Unified Recommendations Based on Listwise Ranking of Implicit Cross-Network Data AAAI 2020
Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation AAAI 2020
A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning AAAI 2020
Graduate Employment Prediction with Bias AAAI 2020
DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards AAAI 2020
Continuous Multiagent Control Using Collective Behavior Entropy for Large-Scale Home Energy Management AAAI 2020
Actor Critic Deep Reinforcement Learning for Neural Malware Control AAAI 2020
Index Tracking with Cardinality Constraints: A Stochastic Neural Networks Approach AAAI 2020
RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework AAAI 2020
Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing AAAI 2020
Modeling Electrical Motor Dynamics Using Encoder-Decoder with Recurrent Skip Connection AAAI 2020
MIPaaL: Mixed Integer Program as a Layer AAAI 2020
Deep Neural Network Approximated Dynamic Programming for Combinatorial Optimization AAAI 2020
CoCoX: Generating Conceptual and Counterfactual Explanations via Fault-Lines AAAI 2020
Towards Socially Responsible AI: Cognitive Bias-Aware Multi-Objective Learning AAAI 2020
Cost-Accuracy Aware Adaptive Labeling for Active Learning AAAI 2020
Efficient Verification of ReLU-Based Neural Networks via Dependency Analysis AAAI 2020
Predicting Propositional Satisfiability via End-to-End Learning AAAI 2020
Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View AAAI 2020
DNNs as Layers of Cooperating Classifiers AAAI 2020
System Identification with Time-Aware Neural Sequence Models AAAI 2020
Reinforcing Neural Network Stability with Attractor Dynamics AAAI 2020
DIANet: Dense-and-Implicit Attention Network AAAI 2020
Invariant Representations through Adversarial Forgetting AAAI 2020
InvNet: Encoding Geometric and Statistical Invariances in Deep Generative Models AAAI 2020