Publications

Publication date: August 1, 2015

Approximate Modified Policy Iteration and its Application to the Game of Tetris

Journal of Machine Learning Research (JMLR), 16:1629-1676, 2015.

Bruno Scherrer, Mohammad Ghavamzadeh, Victor Gabillon, Boris Lesner, Matthieu Geist

• AI & Machine Learning

Publication date: August 1, 2015

Finite-Sample Analysis of Proximal Gradient TD Algorithms

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence (UAI-2015), pp. 504-513, Amsterdam, Netherlands, 2015.

Bo Liu, Ji Liu, Mohammad Ghavamzadeh, Sridhar Mahadevan, Marek Petrik

• AI & Machine Learning

Publication date: August 1, 2015

Maximum Entropy Semi-Supervised Inverse Reinforcement Learning

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI-2015), pp. 3315-3321, Buenos Aires, Argentina, 2015.

Julien Audiffren, Michal Valko, Alessandro Lazaric, Mohammad Ghavamzadeh

• AI & Machine Learning

Publication date: August 1, 2015

Can We Automatically Transform Speech Recorded on Common Consumer Devices in Real-World Environments into Professional Production Quality Speech? – A Dataset, Insights, and Challenges

IEEE Signal Processing Letters

Gautham Mysore

• Audio

Publication date: August 1, 2015

Evaluation of Interpolants in Their Ability to Fit Seismometric Time Series

Mathematics 2015, 3(3), 666-689

K. Base, M. Mariani, L. Sherpa, Ritwik Sinha

Publication date: August 1, 2015

LazyFluids – Appearance Transfer for Fluid Animations

ACM Transactions on Graphics (Proc. SIGGRAPH'15), 34(4)

Ondřej Jamriška, Jakub Fišer, Paul Asente, Jingwan (Cynthia) Lu, Eli Shechtman, Daniel Sýkora

• Computer Vision, Imaging & Video
• Graphics (2D & 3D)

Publication date: August 1, 2015

Topology-Constrained Surface Reconstruction From Cross-sections

ACM Transactions On Graphics (Proc. SIGGRAPH 2015)

M. Zou, M. Holloway, Nathan Carr, T. Ju

Publication date: July 25, 2015

Optimal Greedy Diversity for Recommendation

24th International Joint Conference on Artificial Intelligence

A. Ashkan, Branislav Kveton, S. Berkovsky, Z. Wen

Publication date: July 25, 2015

Towards addressing the winograd schema challenge: building and using a semantic parser and a knowledge hunting module

In Proceedings of the 24th International Joint Conference on Artificial Intelligence

Arpit Sharma, Nguyen Vo Ha, Somak Aditya, Chitta Baral

• AI & Machine Learning
• Natural Language Processing

Publication date: July 15, 2015

Semantic Shape Editing Using Deformation Handles

SIGGRAPH

Ersin Yumer, Siddhartha Chaudhuri, Jessica Hodgins, Levent Burak Kara

• AI & Machine Learning
• Graphics (2D & 3D)
• Human Computer Interaction

Publication date: July 15, 2015

Efficient training set use for blood pressure prediction in a large scale learning classifier system

Genetic and Evolutionary Computation Conference (GECCO) 2015

Erik Hemberg, Kalyan Veeramachaneni, Franck Dernoncourt, Mark Wagy, Una-May O'Reilly

• AI & Machine Learning

Publication date: July 15, 2015

Imprecise selection and fitness approximation in a large-scale evolutionary rule based system for blood pressure prediction

Genetic and Evolutionary Computation Conference (GECCO) 2015

Erik Hemberg, Kalyan Veeramachaneni, Franck Dernoncourt, Mark Wagy, Una-May O'Reilly

• AI & Machine Learning

Publication date: July 12, 2015

Stable Spectral Learning Based on Schur Decomposition

International Conference on Uncertainty in AI (UAI)

Nicolo Colombo, Nikos Vlassis

Publication date: July 7, 2015

ICE: An Integrated Configuration Engine for Interference Mitigation in Cloud Services

In the Proceedings of International Conference on Autonomic Computing (ICAC)

Amiya K. Maji, Subrata Mitra, Saurabh Bagchi

• Systems & Languages

Publication date: July 6, 2015

Cascading Bandits: Learning to Rank in the Cascade Model

32nd International Conference on Machine Learning

Branislav Kveton, C. Szepesvari, Z. Wen, A. Ashkan

Publication date: July 6, 2015

Efficient Learning in Large-Scale Combinatorial Semi-Bandits

32nd International Conference on Machine Learning

Z. Wen, Branislav Kveton, A. Ashkan

Publication date: July 1, 2015

High Confidence Policy Improvement

International Conference on Machine Learning (ICML) 2015.

P. Thomas, Georgios Theocharous, Mohammad Ghavamzadeh

Publication date: July 1, 2015

Personalized Ad Recommendation Systems for Life-Time Value Optimization with Guarantees.

International Joint Conference on Artificial Intelligence (IJCAI) 2015.

Georgios Theocharous, P. Thomas, Mohammad Ghavamzadeh

• AI & Machine Learning

Publication date: June 25, 2015

Gaussian Process-based Feature Selection for Wavelet Parameters: Predicting Acute Hypotensive Episodes from Physiological Signals

IEEE 28th International Symposium on Computer-Based Medical Systems

Franck Dernoncourt, Kalyan Veeramachaneni, Una-May O’Reilly

• AI & Machine Learning

Publication date: June 24, 2015

Smooth Loops for Unconstrained Video

Computer Graphics Forum (Proc. of EGSR'15)

L. Sevilla, J. Wulff, Kalyan Sunkavalli, Eli Shechtman