Publications

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

Publication date: June 23, 2015

A Convolutional Neural Network Cascade for Face Detection

IEEE Conference on Computer Vision and Pattern Recognition

Haoxiang Li, Zhe Lin, Xiaohui Shen, Jonathan Brandt, Gang Hua

• Computer Vision, Imaging & Video

Publication date: June 23, 2015

Matching-CNN Meets KNN: Quasi-Parametric Human Parsing

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Liang Lin, Xiaochun Cao, Shuicheng Yan

• AI & Machine Learning
• Computer Vision, Imaging & Video

Publication date: June 20, 2015

ShipShape: A Drawing Beautification Assistant

SBIM 2015 - International Symposium on Sketch-Based Interfaces and Modeling

Jakub Fišer, Paul Asente, Daniel Sýkora

• Graphics (2D & 3D)
• Human Computer Interaction

Publication date: June 8, 2015

Finding Distractors In Images

IEEE International Conference on Computer Vision and Pattern Recognition (CVPR)

O. Fried, Eli Shechtman, Dan Goldman, A. Finkelstein

Publication date: June 8, 2015

PatchCut: Data-Driven Object Segmentation via Local Shape Transfer

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2015.

Jimei Yang, Brian Price, Scott Cohen, Zhe Lin, Ming-Hsuan Yang

• Computer Vision, Imaging & Video

Publication date: June 8, 2015

Class Consistent Multi-Modal Fusion With Binary Features

IEEE Conference on Computer Vision and Pattern Recognition

Ashish Shrivastava, Mohammed Rastegari, Sumit Shekhar, Rama Chellappa, Larry Davis

• Computer Vision, Imaging & Video

Publication date: June 3, 2015

Learning style similarity for searching infographics

Proceedings of Graphics Interface Conference

Babak Saleh, Mira Dontcheva, Aaron Hertzmann, Leo Zhicheng Liu

• Computer Vision, Imaging & Video

Publication date: June 1, 2015

Salient Object Subitizing

CVPR 2015

J. Zhang, S. Ma, M. Sameki, S. Sclaroff, M. Betke, Zhe Lin, Xiaohui Shen, Brian Price, Radomír Měch

Publication date: May 18, 2015

Probabilistic Deduplication of Anonymous Web Traffic

24th International World Wide Web Conference (WWW '15) Posters

R. Saha Roy, Ritwik Sinha, Niyati Chhaya, Shiv Saini

Publication date: May 15, 2015

Small circulant complex Hadamard matrices of Butson type

European Journal of Combinatorics

Gaurush Hiranandani, Jean-Marc Schlenker

Publication date: May 9, 2015

Tight Regret Bounds for Stochastic Combinatorial Semi-Bandits

18th International Conference on Artificial Intelligence and Statistics

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

Publication date: May 7, 2015

Real-World Font Recognition Using Deep Network and Domain Adaptation

ICLR 2015

Zhangyang Wang, Jianchao Yang, Hailin Jin, Eli Shechtman, Aseem Agarwala, Jonathan Brandt, Thomas S. Huang

• AI & Machine Learning
• Computer Vision, Imaging & Video

Publication date: May 4, 2015

Domain adaptive sparse representation-based classification

IEEE International Conference and Workshops on Automatic Face and Gesture Recognition

Heng Zhang, Sumit Shekhar, Vishal Patel, Rama Chellappa

• Computer Vision, Imaging & Video