The Computational Complexity of Structure-Based Causality
Comments Appears in AAAI 2015
期刊&会议
AAAI
AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence
Learning Word Representations from Relational Graphs
Comments AAAI 2015
Metric Learning Driven Multi-Task Structured Output Optimization for Robust Keypoint Tracking
Comments Accepted by AAAI-15
Lifted Probabilistic Inference for Asymmetric Graphical Models
Comments To appear in Proceedings of AAAI-2015
Lazier Than Lazy Greedy
Comments In Proc. Conference on Artificial Intelligence (AAAI), 2015
On the Decreasing Power of Kernel and Distance based Nonparametric Hypothesis Tests in High Dimensions
Comments 19 pages, 9 figures, published in AAAI-15: The 29th AAAI Conference on Artificial Intelligence (with author order reversed from ArXiv)
Kickback cuts Backprop's red-tape: Biologically plausible credit assignment in neural networks
Comments 7 pages. To appear, AAAI-15
Automatic Generation of Alternative Starting Positions for Simple Traditional Board Games
Comments A conference version of the paper will appear in AAAI 2015
Optimizing the CVaR via Sampling
Comments To appear in AAAI 2015
On the Impossibility of Convex Inference in Human Computation
Comments AAAI 2015
Ontology Module Extraction via Datalog Reasoning
Comments 13 pages. To appear in AAAI-15
Stable Model Counting and Its Application in Probabilistic Logic Programming
Comments Accepted in AAAI, 2015
Multi-objective Reinforcement Learning with Continuous Pareto Frontier Approximation Supplementary Material
Comments AAAI-15 Supplement. Updated upon acceptance at the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI-15)
A Unified View of Large-scale Zero-sum Equilibrium Computation
Comments AAAI Workshop on Computer Poker and Imperfect Information
Plurality Voting under Uncertainty
Comments The full version of a paper from AAAI'15 (to appear)
Outlier-Robust Convex Segmentation
Comments * Accepted to AAAI-15, this version includes the appendix/supplementary material referenced in the AAAI-15 submission, as well as color figures * This version include some minor typos correction
Exploiting Parallelism for Hard Problems in Abstract Argumentation: Technical Report
Comments Technical report of an accepted AAAI-2015 Paper
Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation
Comments 29th AAAI Conference on Artificial Intelligence (AAAI 2015), Extended version with proofs, 10 pages
Sample-targeted clinical trial adaptation
Comments AAAI Conference on Artificial Intelligence, 2015
Optimal Cost Almost-sure Reachability in POMDPs
Comments Full Version of Optimal Cost Almost-sure Reachability in POMDPs, AAAI 2015. arXiv admin note: text overlap with arXiv:1207.4166 by other authors
Handling owl:sameAs via Rewriting
Comments This is the technical report supporting the AAAI 2015 Conference submission with the same title
On the Challenges of Physical Implementations of RBMs
Journal ref Proc. AAAI 2014, pp. 1199-1205
An Adversarial Interpretation of Information-Theoretic Bounded Rationality
Comments 7 pages, 4 figures. Proceedings of AAAI-14
People are Strange when you're a Stranger: Impact and Influence of Bots on Social Networks
Comments 10 pages, 9 figures, Proceedings of the 6th International AAAI Conference on Weblogs and Social Media, Dublin, IR, 2012
Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks
Comments Accepted by AAAI 2014
Coding Together at Scale: GitHub as a Collaborative Social Network
Comments 10 pages, 12 figures, 1 table. In Proceedings of 8th AAAI International Conference on Weblogs and Social Media (ICWSM 2014)
Unstructured Human Activity Detection from RGBD Images
Comments 2012 IEEE International Conference on Robotics and Automation (A preliminary version of this work was presented at AAAI workshop on Pattern, Activity and Intent Recognition, 2011)
Predicting Successful Memes using Network and Community Structure
Comments 10 pages, 6 figures, 2 tables. Proceedings of 8th AAAI Intl. Conf. on Weblogs and social media (ICWSM 2014)
When Politicians Talk: Assessing Online Conversational Practices of Political Parties on Twitter
Comments 10 pages, 2 figures, 3 tables, Proc. 8th International AAAI Conference on Weblogs and Social Media (ICWSM 2014)
The role of dimensionality reduction in linear classification
Comments 15 pages, 6 figures. A shorter version appears in AAAI 2014
