Presentations and Authors

Last name A B C D E F G H I J K L M N O P Q R S T U V W X Y Z All

AI and the Web

Trust Models for RDF Data: Semantics and Complexity PDF
Valeria Fionda, Gianluigi Greco
Extended Property Paths: Writing More SPARQL Queries in a Succinct Way PDF
Valeria Fionda, Giuseppe Pirrò, Mariano P. Consens
Kernel Density Estimation for Text-Based Geolocation PDF
Mans Hulden, Miikka Silfverberg, Jerid Francom
Approximating Model-Based ABox Revision in DL-Lite: Theory and Practice PDF
Guilin Qi, Zhe Wang, Kewen Wang, Xuefeng Fu, Zhiqiang Zhuang


Personalized Tag Recommendation through Nonlinear Tensor Factorization Using Gaussian Kernel PDF
Xiaomin Fang, Rong Pan, Guoxiang Cao, Xiuqiang He, Wenyuan Dai
A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data PDF
Marzyeh Ghassemi, Marco A.F. Pimentel, Tristan Naumann, Thomas Brennan, David A. Clifton, Peter Szolovits, Mengling Feng

Cognitive Systems

Moral Decision-Making by Analogy: Generalizations versus Exemplars PDF
Joseph A. Blass, Kenneth D. Forbus
AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis PDF
Erik Cambria, Jie Fu, Federica Bisio, Soujanya Poria
Learning Plausible Inferences from Semantic Web Knowledge by Combining Analogical Generalization with Structured Logistic Regression PDF
Chen Liang, Kenneth D. Forbus
Extending Analogical Generalization with Near-Misses PDF
Matthew D. McLure, Scott E. Friedman, Kenneth D. Forbus

Computational Sustainability and AI

Sharing Rides with Friends: A Coalition Formation Algorithm for Ridesharing PDF
Filippo Bistaffa, Alessandro Farinelli, Sarvapali D. Ramchurn

Game Theory and Economic Paradigms

Justified Representation in Approval-Based Committee Voting PDF
Haris Aziz, Markus Brill, Vincent Conitzer, Edith Elkind, Rupert Freeman, Toby Walsh
The Complexity of Recognizing Incomplete Single-Crossing Preferences PDF
Edith Elkind, Piotr Faliszewski, Martin Lackner, Svetlana Obraztsova
A Unifying Hierarchy of Valuations with Complements and Substitutes PDF
Uriel Feige, Michal Feldman, Nicole Immorlica, Rani Izsak, Brendan Lucier, Vasilis Syrgkanis
Do Capacity Constraints Constrain Coalitions? PDF
Michal Feldman, Ofir Geri
A Mechanism Design Approach to Measure Awareness PDF
Diodato Ferraioli, Carmine Ventre, Gabor Aranyi
Facility Location with Double-Peaked Preferences PDF
Aris Filos-Ratsikas, Minming Li, Jie Zhang, Qiang Zhang
Elicitation for Aggregation PDF
Rafael M. Frongillo, Yiling Chen, Ian A. Kash
A Complexity Approach for Core-Selecting Exchange with Multiple Indivisible Goods under Lexicographic Preferences PDF
Etsushi Fujita, Julien Lesca, Akihisa Sonoda, Taiki Todo, Makoto Yokoo
Incentives for Subjective Evaluations with Private Beliefs PDF
Goran Radanovic, Boi Faltings

Heuristic Search and Optimization

Initializing Bayesian Hyperparameter Optimization via Meta-Learning PDF
Matthias Feurer, Jost Tobias Springenberg, Frank Hutter
Stochastic Local Search for Satisfiability Modulo Theories PDF
Andreas Fröhlich, Armin Biere, Christoph M. Wintersteiger, Youssef Hamadi
Lagrangian Decomposition Algorithm for Allocating Marketing Channels PDF
Daisuke Hatano, Takuro Fukunaga, Takanori Maehara, Ken-ichi Kawarabayashi
A Theoretical Analysis of Optimization by Gaussian Continuation PDF
Hossein Mobahi, John W. Fisher III

Knowledge Representation and Reasoning

LARS: A Logic-Based Framework for Analyzing Reasoning over Streams PDF
Harald Beck, Minh Dao-Tran, Thomas Eiter, Michael Fink
On Computing Explanations in Argumentation PDF
Xiuyi Fan, Francesca Toni
How Many Diagnoses Do We Need? PDF
Roni Tzvi Stern, Meir Kalech, Shelly Rogov, Alexander Feldman
A Comparison of Qualitative and Metric Spatial Relation Models for Scene Understanding PDF
Akshaya Thippur, Chris Burbridge, Lars Kunze, Marina Alberti, John Folkesson, Patric Jensfelt, Nick Hawes

Machine Learning Applications

Automatic Assessment of OCR Quality in Historical Documents PDF
Anshul Gupta, Ricardo Gutierrez-Osuna, Matthew Christy, Boris Capitanu, Loretta Auvil, Liz Grumbach, Richard Furuta, Laura Mandell
PD Disease State Assessment in Naturalistic Environments Using Deep Learning PDF
Nils Yannick Hammerla, James Fisher, Peter Andras, Lynn Rochester, Richard Walker, Thomas Ploetz
Learning Hybrid Models with Guarded Transitions PDF
Pedro Santana, Spencer Lane, Eric Timmons, Brian Williams, Carlos Forster

Multiagent Systems

Elections with Few Voters: Candidate Control Can Be Easy PDF
Jiehua Chen, Piotr Faliszewski, Rolf Niedermeier, Nimrod Talmon
Fully Proportional Representation with Approval Ballots: Approximating the MaxCover Problem with Bounded Frequencies in FPT Time PDF
Piotr Krzysztof Skowron, Piotr Faliszewski
Finding a Collective Set of Items: From Proportional Multirepresentation to Group Recommendation PDF
Piotr Krzysztof Skowron, Piotr Faliszewski, Jerome Lang

NLP and Knowledge Representation

Refer-to-as Relations as Semantic Knowledge PDF
Song Feng, Sujith Ravi, Ravi Kumar, Polina Kuznetsova, Wei Liu, Alexander C. Berg, Tamara L. Berg, Yejin Choi

NLP and Machine Learning

A Stratified Strategy for Efficient Kernel-Based Learning PDF
Simone Filice, Danilo Croce, Roberto Basili
Learning Greedy Policies for the Easy-First Framework PDF
Jun Xie, Chao Ma, Janardhan Rao Doppa, Prashanth Mannem, Xiaoli Fern, Thomas G. Dietterich, Prasad Tadepalli

NLP and Text Mining

Towards Knowledge-Driven Annotation PDF
Yassine Mrabet, Claire Gardent, Muriel Foulonneau, Elena Simperl, Eric Ras
Extracting Adverse Drug Reactions from Social Media PDF
Andrew Yates, Nazli Goharian, Ophir Frieder

Novel Machine Learning Algorithms

Optimizing Bag Features for Multiple-Instance Retrieval PDF
Zhouyu Fu, Feifei Pan, Cheng Deng, Wei Liu
Pathway Graphical Lasso PDF
Maxim Grechkin, Maryam Fazel, Daniela Witten, Su-In Lee
Localized Centering: Reducing Hubness in Large-Sample Data PDF
Kazuo Hara, Ikumi Suzuki, Masashi Shimbo, Kei Kobayashi, Kenji Fukumizu, Miloš Radovanović
Approximate MaxEnt Inverse Optimal Control and Its Application for Mental Simulation of Human Interactions PDF
De-An Huang, Amir-massoud Farahmand, Kris M. Kitani, James Andrew Bagnell
SP-SVM: Large Margin Classifier for Data on Multiple Manifolds PDF
Bin Shen, Bao-Di Liu, Qifan Wang, Yi Fang, Jan P. Allebach
OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation PDF
Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa
10,000+ Times Accelerated Robust Subset Selection PDF
Feiyun Zhu, Bin Fan, Xinliang Zhu, Ying Wang, Shiming Xiang, Chunhong Pan

Planning and Scheduling

Factored MCTS for Large Scale Stochastic Planning PDF
Hao Cui, Roni Khardon, Alan Fern, Prasad Tadepalli
Planning Over Multi-Agent Epistemic States: A Classical Planning Approach PDF
Christian Muise, Vaishak Belle, Paolo Felli, Sheila McIlraith, Tim Miller, Adrian R. Pearce, Liz Sonenberg
Resolving Over-Constrained Probabilistic Temporal Problems through Chance Constraint Relaxation PDF
Peng Yu, Cheng Fang, Brian Williams

Reasoning under Uncertainty

Egalitarian Collective Decision Making under Qualitative Possibilistic Uncertainty: Principles and Characterization PDF
Nahla Ben Amor, Fatma Essghaier, Helene Fargier
An Improved Lower Bound for Bayesian Network Structure Learning PDF
Xiannian Fan, Changhe Yuan


This Time the Robot Settles for a Cost: A Quantitative Approach to Temporal Logic Planning with Partial Satisfaction PDF
Morteza Lahijanian, Shaull Almagor, Dror Fried, Lydia E. Kavraki, Moshe Y. Vardi
Spatio-Spectral Exploration Combining In Situ and Remote Measurements PDF
David Ray Thompson, David Wettergreen, Greydon Foil, Michael Furlong, Anatha Ravi Kiran
Robot Learning Manipulation Action Plans by "Watching" Unconstrained Videos from the World Wide Web PDF
Yezhou Yang, Yi Li, Cornelia Fermuller, Yiannis Aloimonos


A Bayesian Approach to Perceptual 3D Object-Part Decomposition Using Skeleton-Based Representations PDF
Tarek El-Gaaly, Vicky Froyen, Ahmed Elgammal, Jacob Feldman, Manish Singh
Learning Face Hallucination in the Wild PDF
Erjin Zhou, Haoqiang Fan, Zhimin Cao, Yuning Jiang, Qi Yin

Senior Member Papers

Speech Adaptation in Extended Ambient Intelligence Environments PDF
Bonnie J. Dorr, Lucian Galescu, Ian Perera, Kristy Hollingshead-Seitz, David Atkinson, Micah Clark, William Clancey, Yorick Wilks, Eric Fosler-Lussier

Student Abstracts

Leveraging Common Structure to Improve Prediction across Related Datasets PDF
Matt Barnes, Nick Gisolfi, Madalina Fiterau, Artur Dubrawski
Active Learning for Informative Projection Retrieval PDF
Madalina Fiterau, Artur Dubrawski
Finding Meaningful Gaps to Guide Data Acquisition for a Radiation Adjudication System PDF
Nick Gisolfi, Madalina Fiterau, Artur Dubrawski
Planning with Numeric Timed Initial Fluents PDF
Chiara Piacentini, Maria Fox, Derek Long
Combining Machine Learning and Crowdsourcing for Better Understanding Commodity Reviews PDF
Heting Wu, Hailong Sun, Yili Fang, Kefan Hu, Yongqing Xie, Yangqiu Song, Xudong Liu
What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions PDF
Kun Xu, Sheng Zhang, Yansong Feng, Songfang Huang, Dongyan Zhao

Doctoral Consortium

Exploiting the Structure of Distributed Constraint Optimization Problems PDF
Ferdinando Fioretto
Realistic Assumptions for Attacks on Elections PDF
Zack Fitzsimmons


Towards Cognitive Automation of Data Science PDF
Alain Biem, Maria Butrico, Mark Feblowitz, Tim Klinger, Yuri Malitsky, Kenney Ng, Adam Perer, Chandra Reddy, Anton Riabov, Horst Samulowitz, Daby Sow, Gerald Tesauro, Deepak Turaga
Bottom-Up Demand Response by Following Local Energy Generation Voluntarily PDF
Tobias Linnenberg, Alexander Fay, Michael Kaisers

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