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AAAI
2015
4 years 3 days ago
Knowledge Forgetting in Circumscription: A Preliminary Report
The theory of (variable) forgetting has received significant attention in nonmonotonic reasoning, especially, in answer set programming. However, the problem of establishing a the...
Yisong Wang, Kewen Wang, Zhe Wang, Zhiqiang Zhuang
AAAI
2015
4 years 3 days ago
Factored Symmetries for Merge-and-Shrink Abstractions
Silvan Sievers, Martin Wehrle, Malte Helmert, Alex...
AAAI
2015
4 years 3 days ago
Intelligent Agents for Rehabilitation and Care of Disabled and Chronic Patients
The number of people with disabilities is continuously increasing. Providing patients who have disabilities with the rehabilitation and care necessary to allow them good quality o...
Sarit Kraus
AAAI
2015
4 years 3 days ago
Causal Inference via Sparse Additive Models with Application to Online Advertising
Advertising effectiveness measurement is a fundamental problem in online advertising. Various causal inference methods have been employed to measure the causal effects of ad treat...
Wei Sun, Pengyuan Wang, Dawei Yin, Jian Yang, Yi C...
AAAI
2015
4 years 3 days ago
An Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization
Twitter, as a popular microblogging service, has become a new information channel for users to receive and exchange the most up-to-date information on current events. However, sin...
Deyu Zhou, Liangyu Chen, Yulan He
AAAI
2015
4 years 3 days ago
Better Be Lucky than Good: Exceeding Expectations in MDP Evaluation
We introduce the MDP-Evaluation Stopping Problem, the optimization problem faced by participants of the International Probabilistic Planning Competition 2014 that focus on their o...
Thomas Keller 0001, Florian Geißer
AAAI
2015
4 years 3 days ago
Parallelized Hitting Set Computation for Model-Based Diagnosis
Model-Based Diagnosis techniques have been successfully applied to support a variety of faultlocalization tasks both for hardware and software artifacts. In many applications, Rei...
Dietmar Jannach, Thomas Schmitz, Kostyantyn M. Shc...
AAAI
2015
4 years 3 days ago
Active Advice Seeking for Inverse Reinforcement Learning
Intelligent systems that interact with humans typically require input in the form of demonstrations and/or advice for optimal decision making. In more traditional systems, such in...
Phillip Odom, Sriraam Natarajan
AAAI
2015
4 years 3 days ago
Kickback Cuts Backprop's Red-Tape: Biologically Plausible Credit Assignment in Neural Networks
Error backpropagation is an extremely effective algorithm for assigning credit in artificial neural networks. However, weight updates under Backprop depend on lengthy recursive c...
David Balduzzi, Hastagiri Vanchinathan, Joachim M....
AAAI
2015
4 years 3 days ago
Learning Large-Scale Dynamic Discrete Choice Models of Spatio-Temporal Preferences with Application to Migratory Pastoralism in
Understanding spatio-temporal resource preferences is paramount in the design of policies for sustainable development. Unfortunately, resource preferences are often unknown to pol...
Stefano Ermon, Yexiang Xue, Russell Toth, Bistra N...
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