Recurrent Neural Network Language Models for Open Vocabulary Event-Level Cyber Anomaly Detection
Comments 8 pages, To appear in proceedings of AAAI-2018 Artificial Intelligence in Cyber Security Workshop
期刊&会议
AAAI
AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence
Learning to Rank based on Analogical Reasoning
Comments Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), 8 pages
Learning with Options that Terminate Off-Policy
Comments AAAI 2018
Labeled Memory Networks for Online Model Adaptation
Comments Accepted at AAAI 2018, 8 pages
Classical Planning in Deep Latent Space: Bridging the Subsymbolic-Symbolic Boundary
Comments This is an extended manuscript of the paper accepted in AAAI-18. The contents of AAAI-18 paper itself is significantly extended from what has been published in Arxiv or previous workshops. Over half of the paper describing (2) is new. Additionally, this manuscript contains the supplemental materials of AAAI-18 submission
Unsupervised Generative Adversarial Cross-modal Hashing
Comments 8 pages, accepted by 32th AAAI Conference on Artificial Intelligence (AAAI), 2018
Equilibrium Computation and Robust Optimization in Zero Sum Games with Submodular Structure
Comments 20 pages, 8 figures. A shorter version of this paper appears at AAAI 2018
Collaborative Filtering with Social Exposure: A Modular Approach to Social Recommendation
Comments Accepted for publication at the 32nd Conference on Artificial Intelligence (AAAI 2018), New Orleans, Louisiana
Knowledge Graph Embedding with Iterative Guidance from Soft Rules
Comments To appear in AAAI 2018
Riemannian Stein Variational Gradient Descent for Bayesian Inference
Comments 12 pages, 2 figures, AAAI-18
Predicting Depression Severity by Multi-Modal Feature Engineering and Fusion
Comments Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18)
Hierarchical Policy Search via Return-Weighted Density Estimation
Comments The 32nd AAAI Conference on Artificial Intelligence (AAAI 2018), 9 pages
Cross-Language Learning for Program Classification using Bilateral Tree-Based Convolutional Neural Networks
Comments Accepted at NL4SE Workshop, AAAI'18
Learning Spatio-temporal Features with Partial Expression Sequences for on-the-Fly Prediction
Comments Accepted at AAAI 2018
Representation Learning for Scale-free Networks
Comments 8 figures; accepted by AAAI 2018
Utilitarians Without Utilities: Maximizing Social Welfare for Graph Problems using only Ordinal Preferences - Full Version
Comments Conference version will appear in AAAI 2018
AUPCR Maximizing Matchings : Towards a Pragmatic Notion of Optimality for One-Sided Preference Matchings
Comments AAAI-2018 Multidisciplinary Workshop on Advances in Preference Handling
Addressee and Response Selection in Multi-Party Conversations with Speaker Interaction RNNs
Comments AAAI 2018
Differential Performance Debugging with Discriminant Regression Trees
Comments To Appear in AAAI 2018
Warmstarting of Model-based Algorithm Configuration
Comments Preprint of AAAI'18 paper
TIMERS: Error-Bounded SVD Restart on Dynamic Networks
Comments 9 pages, 5 figures, AAAI-18
Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients
Comments To appear in AAAI 2018
Generative Adversarial Network for Abstractive Text Summarization
Comments AAAI 2018 abstract, Supplemental material: http://likicode.com/textsum/
Cooperative Games with Bounded Dependency Degree
Comments 10 pages, full version of accepted AAAI-18 paper
Style Transfer in Text: Exploration and Evaluation
Comments To appear in AAAI-18
ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation
Comments AAAI 2018
OptionGAN: Learning Joint Reward-Policy Options using Generative Adversarial Inverse Reinforcement Learning
Comments Accepted to the Thirthy-Second AAAI Conference On Artificial Intelligence (AAAI), 2018
Ethical Challenges in Data-Driven Dialogue Systems
Comments In Submission to the AAAI/ACM conference on Artificial Intelligence, Ethics, and Society
SPINE: SParse Interpretable Neural Embeddings
Comments AAAI 2018
Self-Reinforced Cascaded Regression for Face Alignment
Comments 8 pages, 11 figures, AAAI 18
