Publications

Publication date: May 1, 2015

Classification-based Approximate Policy Iteration

IEEE Transactions on Automatic Control (TAC), 60(11): 2989- 2993, 2015.

Amir massoud Farahmand, Doina Precup, Andre Barreto, Mohammad Ghavamzadeh

• AI & Machine Learning

Publication date: May 1, 2015

Improved Learning Complexity in Combinatorial Pure Exploration Bandits

Proceedings of the Nine- teenth International Conference on Artificial Intelligence and Statistics (AISTATS-2016), pp. 1004-1012, Cadiz, Spain, 2016.

Victor Gabillon, Alessandro Lazaric, Mohammad Ghavamzadeh, Ronald Ortner, Peter Bartlett

• AI & Machine Learning

Publication date: May 1, 2015

Ad Recommendation Systems for Life-Time Value Optimization

Workshop on Ad Targeting at Scale (WWW) 2015.

Georgios Theocharous, P. Thomas, Mohammad Ghavamzadeh

Publication date: May 1, 2015

Comprehensible Video Thumbnails

Computer Graphics Forum (Proc. Eurographics 2015)

Jongdae Kim, Charles Gray, Paul Asente, John Collomosse

• Computer Vision, Imaging & Video
• Human Computer Interaction

Publication date: April 19, 2015

Speaker and Noise Independent Online Single Channel Speech Enhancement

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Francois Germain, Gautham Mysore

• AI & Machine Learning
• Audio

Publication date: April 19, 2015

Speech Dereverberation using a Learned Speech Model

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Dawen Liang, Matt Hoffman, Gautham Mysore

• AI & Machine Learning
• Audio

Publication date: April 19, 2015

Efficient Manifold Preserving Audio Source Separation using Locality Sensitive Hashing

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Minje Kim, Paris Smaragdis, Gautham Mysore

• AI & Machine Learning
• Audio

Publication date: April 18, 2015

Lamello: Passive Acoustic Sensing for Tangible Input Components

ACM Conference on Human Factors in Computing Systems (CHI)

Valkyrie Savage, Andrew Head, Bjorn Hartmann, Dan Goldman, Gautham Mysore, Wilmot Li

• Audio
• Human Computer Interaction

Publication date: April 18, 2015

MatrixWave: Visual comparison of event sequence data

Proceedings of ACM Conference on Human Factors and Computing Systems (SIGCHI)

Jian Zhao, Leo Zhicheng Liu, Mira Dontcheva, Aaron Hertzmann, Alan Wilson

• Human Computer Interaction

Publication date: April 18, 2015

Motif: Supporting novice creativity through expert patterns

Proceedings of ACM Conference on Human Factors and Computing Systems (SIGCHI)

Joy Kim, Mira Dontcheva, Wilmot Li, Michael Bernstein, Daniela Steinsapir

• Human Computer Interaction

Publication date: April 14, 2015

Automated Linguistic Personalization of Targeted Marketing Messages Mining User-Generated Text on Social Media

16th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing '15)

R. Saha Roy, A. Padmakumar, G. Jeganathan, P. Kumaraguru

Publication date: April 4, 2015

Summarizing Customer Reviews through Aspects and Contexts

International Conference on Intelligent Text Processing and Computational Linguistics (CICLING), 2015.

Prakhar Gupta, Sandeep Kumar, Kokil Jaidka

• AI & Machine Learning

Publication date: March 29, 2015

Minimal Interaction Search in Recommender Systems

20th ACM Conference on Intelligent User Interfaces

Branislav Kveton, S. Berkovsky

Publication date: March 18, 2015

Community Reaction – From Blogs to Facebook

ACM iKDD Conference on Data Science

Balaji Vasan Srinivasan, Anandhavelu Natarajan, Ritwik Sinha, Moumita Sinha

• AI & Machine Learning
• Content Intelligence
• Data Intelligence
• Natural Language Processing

Publication date: March 12, 2015

Visual Commonsense for Scene Understanding Using Perception, Semantic Parsing and Reasoning

AAAI Spring Symposium Series, 2015

Somak Aditya, Yezhou Yang, Chitta Baral, Cornelia Fermüller, Yiannis Aloimonos

• AI & Machine Learning
• Computer Vision, Imaging & Video
• Natural Language Processing

Publication date: March 9, 2015

VIDalizer: An Energy Efficient Video Streamer

In the Proceedings of Wireless Communications and Networking Conference (WCNC)

Arnab Raha, Subrata Mitra, Vijay Raghunathan, Sanjay Rao

• Computer Vision, Imaging & Video

Publication date: February 6, 2015

Interactive 3D Face Stylization Using Sculptural Abstraction

ArXiv, 2015

J. Jachnik, Dan Goldman, L. Luo, A. Davison

Publication date: February 1, 2015

Data-Driven Automatic Cropping for Semantic Composition Search

Computer Graphics Forum, 33(1), 2015

A. Samii, Zhe Lin, Radomír Měch

Publication date: February 1, 2015

Subcategory-Aware Object Detection

Signal Processing Lett. 22(9): 1472-1476 (2015)

X. Yu, Jianchao Yang, Zhe Lin, Jue Wang, T. Wang, T. Huang

Publication date: February 1, 2015

Synthesis of Complex Image Appearance from Limited Exemplars

ACM Transactions on Graphics (Proc. TOG'15), 34(2)

O. Diamanti, Sylvain Paris, Connelly Barnes, Eli Shechtman, O. Sorkine-Hornung