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

Cognitive Modeling

Kickback Cuts Backprop's Red-Tape: Biologically Plausible Credit Assignment in Neural Networks PDF
David Balduzzi, Hastagiri Vanchinathan, Joachim Buhmann

Computational Sustainability and AI

Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery PDF
Stefano Ermon, Ronan Le Bras, Santosh K. Suram, John M. Gregoire, Carla P. Gomes, Bart Selman, Robert B. van Dover
Power System Restoration With Transient Stability PDF
Hassan Hijazi, Terrence W.K. Mak, Pascal Van Hentenryck
HVAC-Aware Occupancy Scheduling PDF
BoonPing Lim, Menkes van den Briel, Sylvie Thiebaux, Scott Backhaus, Russell Bent
Risk Based Optimization for Improving Emergency Medical Systems PDF
Sandhya Saisubramanian, Pradeep Varakantham, Hoong Chuin Lau

Game Theory and Economic Paradigms

A Mechanism Design Approach to Measure Awareness PDF
Diodato Ferraioli, Carmine Ventre, Gabor Aranyi
Security Games with Protection Externalities PDF
Jiarui Gan, Bo An, Yevgeniy Vorobeychik
Hedonic Coalition Formation in Networks PDF
Martin Hoefer, Daniel Vaz, Lisa Wagner
Optimal Personalized Filtering Against Spear-Phishing Attacks PDF
Aron Laszka, Yevgeniy Vorobeychik, Xenofon Koutsoukos
Truthful Mechanisms without Money for Non-Utilitarian Heterogeneous Facility Location PDF
Paolo Serafino, Carmine Ventre
A Stackelberg Game Approach for Incentivizing Participation in Online Educational Forums with Heterogeneous Student Population PDF
Rohith Dwarakanath Vallam, Priyanka Bhatt, Debmalya Mandal, Narahari Y.
Mechanism Design for Team Formation PDF
Mason Wright, Yevgeniy Vorobeychik

Heuristic Search and Optimization

Convergent Plans for Large-Scale Evacuations PDF
Caroline Even, Victor Pillac, Pascal Van Hentenryck

Integrated Systems

Toward Mobile Robots Reasoning Like Humans PDF
Jean H Oh, Arne Suppé, Felix Duvallet, Abdeslam Boularias, Luis Navarro-Serment, Martial Hebert, Anthony Stentz, Jerry Vinokurov, Oscar Romero, Christian Lebiere, Robert Dean

Knowledge Representation and Reasoning

Grounded Fixpoints PDF
Bart Bogaerts, Joost Vennekens, Marc Denecker
Exploiting Parallelism for Hard Problems in Abstract Argumentation PDF
Federico Cerutti, Ilias Tachmazidis, Mauro Vallati, Sotirios Batsakis, Massimiliano Giacomin, Grigoris Antoniou
XPath for DL Ontologies PDF
Egor V. Kostylev, Juan L. Reutter, Domagoj Vrgoc
On the Role of Canonicity in Knowledge Compilation PDF
Guy Van den Broeck, Adnan Darwiche

Machine Learning Applications

Lazier Than Lazy Greedy PDF
Baharan Mirzasoleiman, Ashwinkumar Badanidiyuru, Amin Karbasi, Jan Vondrak, Andreas Krause

NLP and Machine Learning

Online Bayesian Models for Personal Analytics in Social Media PDF
Svitlana Volkova, Benjamin Van Durme

Novel Machine Learning Algorithms

Learning Relational Kalman Filtering PDF
Jaesik Choi, Eyal Amir, Tianfang Xu, Albert J. Valocchi
Expressing Arbitrary Reward Functions as Potential-Based Advice PDF
Anna Harutyunyan, Sam Devlin, Peter Vrancx, Ann Nowe
Tensor-Variate Restricted Boltzmann Machines PDF
Tu Dinh Nguyen, Truyen Tran, Dinh Phung, Svetha Venkatesh
TODTLER: Two-Order-Deep Transfer Learning PDF
Jan Van Haaren, Andrey Kolobov, Jesse Davis
Compress and Control PDF
Joel Veness, Marc G Bellemare, Marcus Hutter, Alvin Chua, Guillaume Desjardins
Improving Multi-Step Prediction of Learned Time Series Models PDF
Arun Venkatraman, Martial Hebert, J.. Andrew Bagnell

Planning and Scheduling

Real-Time Symbolic Dynamic Programming PDF
Luis Gustavo Rocha Vianna, Leliane N. de Barros, Scott Sanner

Reasoning under Uncertainty

Solving Uncertain MDPs with Objectives that Are Separable over Instantiations of Model Uncertainty PDF
Yossiri Adulyasak, Pradeep Varakantham, Asrar Ahmed, Patrick Jaillet
Lifted Probabilistic Inference for Asymmetric Graphical Models PDF
Guy Van den Broeck, Mathias Niepert
Just Count the Satisfied Groundings: Scalable Local-Search and Sampling Based Inference in MLNs PDF
Deepak Venugopal, Somdeb Sarkhel, Vibhav Gogate
Hierarchical Monte-Carlo Planning PDF
Ngo Anh Vien, Marc Toussaint


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

Senior Member Papers

Emerging Architectures for Global System Science PDF
Michela Milano, Pascal Van Hentenryck

Student Abstracts

Designing Vaccines that Are Robust to Virus Escape PDF
Swetasudha Panda, Yevgeniy Vorobeychik
Self-Organized Collective Decision-Making in a 100-Robot Swarm PDF
Gabriele Valentini, Heiko Hamann, Marco Dorigo

Doctoral Consortium

Scaling-Up Inference in Markov Logic PDF
Deepak Venugopal


Inferring Latent User Properties from Texts Published in Social Media PDF
Svitlana Volkova, Yoram Bachrach, Michael Armstrong, Vijay Sharma

Virtual Agent Demonstrations

LOL — Laugh Out Loud PDF
Florian Pecune, Beatrice Biancardi, Yu Ding, Catherine Pelachaud, Maurizio Mancini, Giovanna Varni, Antonio Camurri, Gualtiero Volpe

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