Publications

Publication date: April 10, 2017

Leveraging Site Search Logs to Identify Missing Content on Enterprise Webpages

39th European Conference on Information Retrieval, {ECIR} 2017, Aberdeen, UK

Harsh Jhamtani, Rishiraj Saha Roy, Niyati Chhaya, Eric Nyberg
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: April 7, 2017

Neural Networks for Joint Sentence Classification in Medical Paper Abstracts

EACL 2017

Franck Dernoncourt, Ji Young Lee, Peter Szolovits
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: March 25, 2017

Explainable Image Understanding Using Vision and Reasoning

AAAI Doctoral Consortium, 2017

Somak Aditya
  • Adobe Research icon AI & Machine Learning

Publication date: March 13, 2017

An Interactive Points of Interest Guidance System

Proceedings of the 22nd International Conference on Intelligent User Interfaces

Georgios Theocharous, Nikos Vlassis, Zheng Wen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Human Computer Interaction

Publication date: March 9, 2017

Modelling End of Online Session from Streaming Data

ACM iKDD Conference on Data Science

Moumita Sinha, Harsh Jhamtani, Sanket Mehta, Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: February 4, 2017

Automated Data Cleansing through Meta-Learning

Innovative Applications of Artificial Intelligence (IAAI)

Ian Gemp, Georgios Theocharous, Mohammad Ghavamzadeh
  • Adobe Research icon AI & Machine Learning

Publication date: February 4, 2017

Predictive Off-Policy Policy Evaluation for Nonstationary Decision Problems, with Applications to Digital Marketing

Innovative Applications of Artificial Intelligence (IAAI)

Philip S. Thomas, Georgios Theocharous, Mohammad Ghavamzadeh, Ishan Durugkar, Emma Brunskill
  • Adobe Research icon AI & Machine Learning

Publication date: February 4, 2017

Towards Richer and Scalable Understanding of facts in Images

AAAI Conference on Artificial Intelligence

Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: February 4, 2017

Sherlock: Scalable Fact Learning in Images

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17)

Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: December 31, 2016

De-identification of patient notes with recurrent neural networks

Journal of the American Medical Informatics Association 2016

Franck Dernoncourt, Ji Young Lee, Ozlem Uzuner, Peter Szolovits
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: December 16, 2016

Optimizing Neural Network Hyperparameters with Gaussian Processes for Dialog Act Classification

IEEE Spoken Lanuage Technology 2016

Franck Dernoncourt, Ji Young Lee
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: December 11, 2016

Feature-Augmented Neural Networks for Patient Note De-identification

COLING Clinical NLP 2016

Ji Young Lee, Franck Dernoncourt, Ozlem Uzuner, Peter Szolovits
Best Student Paper Award
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: December 5, 2016

A posteriori error bounds for joint matrix decomposition problems

30th Annual Conference on Neural Information Processing Systems (NIPS)

Nicolo Colombo, Nikos Vlassis
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: December 1, 2016

Safe Policy Improvement by Minimizing Robust Baseline Regret

Thirtieth Annual Conference on Advances in Neural Information Processing Systems (NIPS-2016), 2016.

Marek Petrik, Mohammad Ghavamzadeh, Yinlam Chow
  • Adobe Research icon AI & Machine Learning

Publication date: December 1, 2016

SURGE: Surface Regularized Geometry Estimation from a Single Image

Conference on Neural Information Processing Systems

Peng Wang, Bryan Russell, Xiaohui Shen, Scott Cohen, Brian Price, Alan Yuille
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: November 21, 2016

Modeling Stylized Character Expressions via Deep Learning

Asian Conference on Computer Vision (ACCV)

Deepali Aneja, Alex Colburn, Gary Faigin, Linda Shapiro, Barbara Mones
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: November 9, 2016

Generating Multiple Diverse Summaries

17th International Conference on Web Information Systems Engineering

Natwar Modani, Balaji Vasan Srinivasan, Harsh Jhamtani
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: November 2, 2016

Summarizing Multimedia Content

17th International Conference on Web Information Systems Engineering

Natwar Modani, Pranav Maneriker, Gaurush Hiranandani, Atanu Sinha, Shivani Gupta, Utpal, Vaishnavi Subramanian
  • Adobe Research icon AI & Machine Learning

Publication date: November 1, 2016

Variance-constrained Actor-Critic Algorithms for Discounted and Average Reward MDPs

Machine Learning Journal (MLJ), 105:3:367-417, 2016 (DOI: 10.1007/s10994-016-5569-5)

LA Prashanth, Mohammad Ghavamzadeh
  • Adobe Research icon AI & Machine Learning

Publication date: October 15, 2016

Experience Individualization on Online TV Platforms through Persona-based Account Decomposition

MM 2016 - ACM Multimedia Conference

Payal Bajaj, Sumit Shekhar
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
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