Publications

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

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