Publications

Publication date: June 19, 2016

DCM Bandits: Learning to Rank with Multiple Clicks

33rd International Conference on Machine Learning

Sumeet Katariya, Branislav Kveton, Csaba Szepesvari, Zheng Wen

• AI & Machine Learning

Publication date: June 19, 2016

Tensor decomposition via joint matrix Schur decomposition

33rd International Conference on Machine Learning (ICML)

Nicolo Colombo, Nikos Vlassis

• AI & Machine Learning
• Data Intelligence

Publication date: June 15, 2016

Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks

NAACL 2016

Ji Young Lee, Franck Dernoncourt

• AI & Machine Learning
• Natural Language Processing

Publication date: June 13, 2016

Tweeting India’s Nirbhaya protest: a study of emotional dynamics in an online social movement

Journal:  Social Movement Studies (Published online)

Kokil Jaidka

Publication date: June 6, 2016

DiscoverySpace: Suggesting Actions in Complex Software

ACM Conference on Designing Interactive Systems (DIS)

C. Ailie Fraser, Mira Dontcheva, Holger Winnemöller, Sheryl Ehrlich, Scott Klemmer

• Human Computer Interaction

Publication date: June 3, 2016

SARVAVID: A Domain Specific Language for Developing Scalable Computational Genomics Applications

International Conference on Supercomputing (ICS)

Kanak Mahadik, Christopher Wright, Jinyi Zhang, Milind Kulkarni, Saurabh Bagchi, Somali Chaterji

• Systems & Languages

Publication date: June 1, 2016

Optimally Robust Policy Improvement with Baseline Guarantees

Workshop on “Reliable Machine Learning in the Wild”, Thirty-Third International Conference on Machine Learning (ICML- 2016), New York City, NY, June 2016.

Marek Petrik, Yinlam Chow, Mohammad Ghavamzadeh

• AI & Machine Learning

Publication date: June 1, 2016

Discovering Primary Objects in Videos by Saliency Fusion and Iterative Appearance Estimation

IEEE Transactions on Circuits and Systems for Video Technology

Jiong Yang, Gangqiang Zhao, Junsong Yang, Xiaohui Shen, Zhe Lin, Brian Price, Jonathan Brandt

• Computer Vision, Imaging & Video

Publication date: June 1, 2016

Event-specific Image Importance

CVPR 2016

Y. Wang, Zhe Lin, Xiaohui Shen, Radomír Měch, Gavin Miller, G. Cottrell

Publication date: June 1, 2016

Interactive Segmentation on RGBD Images via Cue Selection

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016.

J. Feng, Brian Price, Scott Cohen, S. Chang

Publication date: June 1, 2016

Two Illuminant Estimation and User Correction Preference

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016.

D. Cheng, A. Kamel, Brian Price, Scott Cohen, M. Brown

Publication date: June 1, 2016

Unconstrained Salient Object Detection via Proposal Subset Optimization

CVPR 2016

J. Zhang, S. Sclaroff, Zhe Lin, Xiaohui Shen, Brian Price, Radomír Měch

Publication date: May 24, 2016

Analysis of Prosody Increment Induced by Pitch Accents for Automatic Emphasis Correction

Speech Prosody

Yang Zhang, Gautham Mysore, Floraine Berthouzoz, Mark Hasegawa-Johnson

• Audio

Publication date: May 17, 2016

Tweets and Votes: A four-country multi-approach analyses

ICWSM 2016 - 10th International AAAI Conference on Weblogs and Social Media

Kokil Jaidka

Publication date: May 13, 2016

White Balance under Mixed Illumination using Flash Photography

International Conference on Computational Photography (ICCP) 2016

Zhuo Hui, Aswin Sankaranarayanan, Kalyan Sunkavalli, Sunil Hadap

• Computer Vision, Imaging & Video

Publication date: May 1, 2016

Data-Driven Iconification

International Symposium on Non-Photorealistic Animation and Rendering (NPAR)

Yiming Liu, Aseem Agarwala, Jingwan (Cynthia) Lu, Szymon Rusinkiewicz

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

Publication date: May 1, 2016

Patternista: Learning Compatible Elements and Composition for Plate Decoration

International Symposium on Non-Photorealistic Animation and Rendering (NPAR)

Quoc Huy Phan, Paul Asente, Jingwan (Cynthia) Lu, Hongbo Fu, Antoni Chan

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

Publication date: May 1, 2016

Automatic Portrait Segmentation for Image Stylization

Eurographics 2016.

Xiaoyong Shen, I. Sachs, Sylvain Paris, Aaron Hertzmann, Eli Shechtman, Brian Price, J. Jia

Publication date: May 1, 2016

Simit: a Language for Physical Simulation

ACM Transactions on Graphics (presented at SIGGRAPH 2016)

Fredrik Kjølstad, Shoaib Kamil, Jonathan Ragan-Kelley, David Levin, Shinjiro Sueda, Desai Chen, Etienne Vouga, Danny Kaufman, Gurtej Kanwar, Wojciech Matusik, Saman Amarasinghe

• Graphics (2D & 3D)
• Systems & Languages

Publication date: April 28, 2016

High-Volume Hypothesis Testing for Large-Scale Web Log Analysis

CHI Extended Abstracts on Human Factors in Computing Systems (CHI EA ’16)

Sana Malik, Eunyee Koh

• Data Intelligence
• Human Computer Interaction