Presentations and Authors


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AI and the Web

VELDA: Relating an Image Tweet’s Text and Images PDF
Tao Chen, Hany M. SalahEldeen, Xiangnan He, Min-Yen Kan, Dongyuan Lu
Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data PDF
Yan-Ying Chen, Yin-Hsi Kuo, Chun-Che Wu, Winston H. Hsu
Predicting the Demographics of Twitter Users from Website Traffic Data PDF
Aron Culotta, Nirmal Ravi Kumar, Jennifer Cutler
High-Performance Distributed ML at Scale through Parameter Server Consistency Models PDF
Wei Dai, Abhimanu Kumar, Jinliang Wei, Qirong Ho, Garth Gibson, Eric P. Xing
Lower and Upper Bounds for SPARQL Queries over OWL Ontologies PDF
Birte Glimm, Yevgeny Kazakov, Ilianna Kollia, Giorgos Stamou
Estimating Temporal Dynamics of Human Emotions PDF
Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun Park
Uniform Interpolation and Forgetting for ALC Ontologies with ABoxes PDF
Patrick Koopmann, Renate A. Schmidt
A Hybrid Approach of Classifier and Clustering for Solving the Missing Node Problem PDF
Sigal Sina, Avi Rosenfeld, Sarit Kraus, Navot Akiva
Incorporating Implicit Link Preference Into Overlapping Community Detection PDF
Hongyi Zhang, Irwin King, Michael R. Lyu

Applications

R1SVM: A Randomised Nonlinear Approach to Large-Scale Anomaly Detection PDF
Sarah M. Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar, Shanika Karunasekera, Chris Leckie

Cognitive Systems

Automated Construction of Visual-Linguistic Knowledge via Concept Learning from Cartoon Videos PDF
Jung-Woo Ha, Kyung-Min Kim, Byoung-Tak Zhang

Computational Sustainability and AI

Aggregating Electric Cars to Sustainable Virtual Power Plants: The Value of Flexibility in Future Electricity Markets PDF
Micha Kahlen, Wolfgang Ketter
Incentivizing Users for Balancing Bike Sharing Systems PDF
Adish Singla, Marco Santoni, Gábor Bartók, Pratik Mukerji, Moritz Meenen, Andreas Krause

Game Theory and Economic Paradigms

Online Learning and Profit Maximization from Revealed Preferences PDF
Kareem Amin, Rachel Cummings, Lili Dworkin, Michael Kearns, Aaron Roth
Combining Compact Representation and Incremental Generation in Large Games with Sequential Strategies PDF
Branislav Bosansky, Albert Xin Jiang, Milind Tambe, Christopher Kiekintveld
Elicitation for Aggregation PDF
Rafael M. Frongillo, Yiling Chen, Ian A. Kash
On a Competitive Secretary Problem PDF
Anna Karlin, Eric Lei
Controlled School Choice with Soft Bounds and Overlapping Types PDF
Ryoji Kurata, Masahiro Goto, Atsushi Iwasaki, Makoto Yokoo
Optimal Personalized Filtering Against Spear-Phishing Attacks PDF
Aron Laszka, Yevgeniy Vorobeychik, Xenofon Koutsoukos

Heuristic Search and Optimization

Limitations of Front-To-End Bidirectional Heuristic Search PDF
Joseph K. Barker, Richard E. Korf
Lagrangian Decomposition Algorithm for Allocating Marketing Channels PDF
Daisuke Hatano, Takuro Fukunaga, Takanori Maehara, Ken-ichi Kawarabayashi
Recursive Best-First Search with Bounded Overhead PDF
Matthew Hatem, Scott Kiesel, Wheeler Ruml

Humans and AI

Providing Arguments in Discussions Based on the Prediction of Human Argumentative Behavior PDF
Ariel Rosenfeld, Sarit Kraus

Integrated Systems

Pattern-Based Variant-Best-Neighbors Respiratory Motion Prediction Using Orthogonal Polynomials Approximation PDF
KinMing Kam, Shouyi Wang, Stephen R. Bowen, Wanpracha Chaovalitwongse
Tackling Mental Health by Integrating Unobtrusive Multimodal Sensing PDF
Dawei Zhou, Jiebo Luo, Vincent M.B. Silenzio, Yun Zhou, Jile Hu, Glenn Currier, Henry Kautz

Knowledge Representation and Reasoning

Ontology Module Extraction via Datalog Reasoning PDF
Ana Armas Romero, Mark Kaminski, Bernardo Cuenca Grau, Ian Horrocks
Tractable Interval Temporal Propositional and Description Logics PDF
Alessandro Artale, Roman Kontchakov, Vladislav Ryzhikov, Michael Zakharyaschev
XPath for DL Ontologies PDF
Egor V. Kostylev, Juan L. Reutter, Domagoj Vrgoc
Belief Revision with General Epistemic States PDF
Hua Meng, Hui Kou, Sanjiang Li
Belief Revision Games PDF
Nicolas Schwind, Katsumi Inoue, Gauvain Bourgne, Sébastien Konieczny, Pierre Marquis
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

Scalable and Interpretable Data Representation for High-Dimensional, Complex Data PDF
Been Kim, Kayur Patel, Afshin Rostamizadeh, Julie Shah
Learning to Uncover Deep Musical Structure PDF
Phillip Kirlin, David Jensen
Lazier Than Lazy Greedy PDF
Baharan Mirzasoleiman, Ashwinkumar Badanidiyuru, Amin Karbasi, Jan Vondrak, Andreas Krause
An SVD and Derivative Kernel Approach to Learning from Geometric Data PDF
Eric Wong, J. Zico Kolter

Multiagent Systems

A Counter Abstraction Technique for the Verification of Robot Swarms PDF
Panagiotis Kouvaros, Alessio Lomuscio

NLP and Knowledge Representation

Learning Word Representations from Relational Graphs PDF
Danushka Bollegala, Takanori Maehara, Yuichi Yoshida, Ken-ichi Kawarabayashi
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
Automatically Creating a Large Number of New Bilingual Dictionaries PDF
Khang Nhut Lam, Feras Al Tarouti, Jugal Kalita

NLP and Machine Learning

Unsupervised Phrasal Near-Synonym Generation from Text Corpora PDF
Dishan Gupta, Jaime Carbonell, Anatole Gershman, Steve Klein, David Miller
Local Context Sparse Coding PDF
Seungyeon Kim, Joonseok Lee, Guy Lebanon, Haesun Park
Never-Ending Learning PDF
Tom M. Mitchell, William Cohen, Estevam Hruschka, Partha Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matthew Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapa Nakashole, Emmanouil Antonios Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling

NLP and Text Mining

Generating Event Causality Hypotheses through Semantic Relations PDF
Chikara Hashimoto, Kentaro Torisawa, Julien Kloetzer, Jong-Hoon Oh

Novel Machine Learning Algorithms

Budgeted Prediction with Expert Advice PDF
Kareem Amin, Satyen Kale, Gerald Tesauro, Deepak Turaga
Structural Learning with Amortized Inference PDF
Kai-Wei Chang, Shyam Upadhyay, Gourab Kundu, Dan Roth
Localized Centering: Reducing Hubness in Large-Sample Data PDF
Kazuo Hara, Ikumi Suzuki, Masashi Shimbo, Kei Kobayashi, Kenji Fukumizu, Miloš Radovanović
Kernelized Online Imbalanced Learning with Fixed Budgets PDF
Junjie Hu, Haiqin Yang, Irwin King, Michael R. Lyu, Anthony Man-Cho So
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
Outlier-Robust Convex Segmentation PDF
Itamar Katz, Koby Crammer
Fast Gradient Descent for Drifting Least Squares Regression, with Application to Bandits PDF
Nathaniel Korda, Prashanth L.A., Remi Munos
Spectral Learning of Predictive State Representations with Insufficient Statistics PDF
Alex Kulesza, Nan Jiang, Satinder Singh
On the Equivalence of Linear Discriminant Analysis and Least Squares PDF
Kibok Lee, Junmo Kim
Detecting and Tracking Concept Class Drift and Emergence in Non-Stationary Fast Data Streams PDF
Brandon Shane Parker, Latifur Khan
TODTLER: Two-Order-Deep Transfer Learning PDF
Jan Van Haaren, Andrey Kolobov, Jesse Davis
OMNI-Prop: Seamless Node Classification on Arbitrary Label Correlation PDF
Yuto Yamaguchi, Christos Faloutsos, Hiroyuki Kitagawa
Online Dictionary Learning on Symmetric Positive Definite Manifolds with Vision Applications PDF
Shengping Zhang, Shiva Kasiviswanathan, Pong C. Yuen, Mehrtash Harandi

Planning and Scheduling

Factored MCTS for Large Scale Stochastic Planning PDF
Hao Cui, Roni Khardon, Alan Fern, Prasad Tadepalli
Measuring Plan Diversity: Pathologies in Existing Approaches and A New Plan Distance Metric PDF
Robert P. Goldman, Ugur Kuter
Goal Recognition Design for Non-Optimal Agents PDF
Sarah Keren, Avigdor Gal, Erez Karpas
Variable-Deletion Backdoors to Planning PDF
Martin Kronegger, Sebastian Ordyniak, Andreas Pfandler
Approximate Linear Programming for Constrained Partially Observable Markov Decision Processes PDF
Pascal Poupart, Aarti Malhotra, Pei Pei, Kee-Eung Kim, Bongseok Goh, Michael Bowling
Heuristics and Symmetries in Classical Planning PDF
Alexander Shleyfman, Michael Katz, Malte Helmert, Silvan Sievers, Martin Wehrle
Factored Symmetries for Merge-and-Shrink Abstractions PDF
Silvan Sievers, Martin Wehrle, Malte Helmert, Alexander Shleyfman, Michael Katz

Reasoning under Uncertainty

Optimal Cost Almost-Sure Reachability in POMDPs PDF
Krishnendu Chatterjee, Martin Chmelik, Raghav Gupta, Ayush Kanodia
Submodular Surrogates for Value of Information PDF
Yuxin Chen, Shervin Javdani, Amin Karbasi, J. Andrew Bagnell, Siddhartha Srinivasa, Andreas Krause
Better Be Lucky than Good: Exceeding Expectations in MDP Evaluation PDF
Thomas Keller, Florian Geißer
Reward Shaping for Model-Based Bayesian Reinforcement Learning PDF
Hyeoneun Kim, Woosang Lim, Kanghoon Lee, Yung-Kyun Noh, Kee-Eung Kim
Tighter Value Function Bounds for Bayesian Reinforcement Learning PDF
Kanghoon Lee, Kee-Eung Kim
Knowledge-Based Probabilistic Logic Learning PDF
Phillip Odom, Tushar Khot, Reid Porter, Sriraam Natarajan
On Interruptible Pure Exploration in Multi-Armed Bandits PDF
Alexander Shleyfman, Antonín Komenda, Carmel Domshlak

Robotics

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

Vision

Automatic Topic Discovery for Multi-Object Tracking PDF
Wenhan Luo, Björn Stenger, Xiaowei Zhao, Tae-Kyun Kim

Senior Member Papers

Intelligent Agents for Rehabilitation and Care of Disabled and Chronic Patients PDF
Sarit Kraus
Towards a Programmer’s Apprentice (Again) PDF
Howard Elliot Shrobe, Boris Katz, Randall Davis

Student Abstracts

Sorted Neighborhood for the Semantic Web PDF
Mayank Kejriwal

Doctoral Consortium

Entity Resolution in a Big Data Framework PDF
Mayank Kejriwal
Non-Classical Planning for Robotic Applications PDF
Scott Kiesel
Transfer Learning-Based Co-Run Scheduling for Heterogeneous Datacenters PDF
Wei Kuang, Laura E. Brown, Zhenlin Wang

Demonstrations

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
Cognitive Master Teacher PDF
Raghu Krishnapuram, Luis A Lastras, Satya Nitta
Bottom-Up Demand Response by Following Local Energy Generation Voluntarily PDF
Tobias Linnenberg, Alexander Fay, Michael Kaisers
World WordNet Database Structure: An Efficient Schema for Storing Information of WordNets of the World PDF
Hanumant Harichandra Redkar, Sudha Baban Bhingardive, Diptesh Kanojia, Pushpak Bhattacharyya

What's Hot Abstracts

BDDs Strike Back (in AI Planning) PDF
Stefan Edelkamp, Peter Kissmann, Alvaro Torralba


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