Ashutosh Garg

According to our database, Ashutosh Garg authored at least 31 papers between 2000 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Optimizing Drone Deployment for Maximized User Connectivity in Areas of Interest Via Deep Reinforcement Learning.

Kolichala Rajashekar, Ashutosh Garg, Anand M. Baswade, Subhajit Sidhanta

J. Netw. Syst. Manag., July, 2025

2022

Vani: A Voice-Activated Network Assistant.

Ruchi Dohare, Laxmi Thakare, Ashutosh Garg

Proceedings of the 14th International Conference on COMmunication Systems & NETworkS, 2022

2007

Google news personalization: scalable online collaborative filtering.

Abhinandan Das, Mayur Datar, Ashutosh Garg, Shyamsundar Rajaram

Proceedings of the 16th International Conference on World Wide Web, 2007

2005

Machine Learning in Computer Vision

Nicu Sebe, Ira Cohen, Ashutosh Garg, Thomas S. Huang

Computational Imaging and Vision 29, Springer, ISBN: 978-1-4020-3275-2, 2005

Clustering with Model-level Constraints.

David Gondek, Shivakumar Vaithyanathan, Ashutosh Garg

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

2004

Layered representations for learning and inferring office activity from multiple sensory channels.

Nuria Oliver, Ashutosh Garg, Eric Horvitz

Comput. Vis. Image Underst., 2004

Generalized Opinion Pooling.

Ashutosh Garg, T. S. Jayram, Shivakumar Vaithyanathan, Huaiyu Zhu

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2004

Asynchronous HMM with applications to speech recognition.

Ashutosh Garg, Sreeram Balakrishnan, Shivakumar Vaithyanathan

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A Discussion of Nonlinear Variants of Biased Discriminants for Interactive Image Retrieval.

Xiang Sean Zhou, Ashutosh Garg, Thomas S. Huang

Proceedings of the Image and Video Retrieval: Third International Conference, 2004

2003

Recent advances in the automatic recognition of audiovisual speech.

Gerasimos Potamianos, Chalapathy Neti, Guillaume Gravier, Ashutosh Garg, Andrew W. Senior

Proc. IEEE, 2003

Boosted learning in dynamic Bayesian networks for multimodal speaker detection.

Ashutosh Garg, Vladimir Pavlovic, James M. Rehg

Proc. IEEE, 2003

Facial expression recognition from video sequences: temporal and static modeling.

Ira Cohen, Nicu Sebe, Ashutosh Garg, Lawrence S. Chen, Thomas S. Huang

Comput. Vis. Image Underst., 2003

Inline updates for HMMs.

Ashutosh Garg, Manfred K. Warmuth

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Margin Distribution and Learning.

Ashutosh Garg, Dan Roth

Proceedings of the Machine Learning, 2003

Frame-dependent multi-stream reliability indicators for audio-visual speech recognition.

Ashutosh Garg, Gerasimos Potamianos, Chalapathy Neti, Thomas S. Huang

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Classification Approach towards Banking and Sorting Problems.

Shyamsundar Rajaram, Ashutosh Garg, Xiang Sean Zhou, Thomas S. Huang

Proceedings of the Machine Learning: ECML 2003, 2003

2002

A Bayesian framework for combining gene predictions.

Vladimir Pavlovic, Ashutosh Garg, Simon Kasif

Bioinform., 2002

Emotion Recognition Using a Cauchy Naive Bayes Classifier.

Nicu Sebe, Michael S. Lew, Ira Cohen, Ashutosh Garg, Thomas S. Huang

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Bayesian Networks as Ensemble of Classifiers.

Ashutosh Garg, Vladimir Pavlovic, Thomas S. Huang

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Fusion of Global and Local Information for Object Detection.

Ashutosh Garg, Shivani Agarwal, Thomas S. Huang

Proceedings of the 16th International Conference on Pattern Recognition, 2002

MMIHMM: Maximum Mutual Information Hidden Markov Models.

Nuria Oliver, Ashutosh Garg

Proceedings of the Machine Learning, 2002

On generalization bounds, projection profile, and margin distribution.

Ashutosh Garg, Sariel Har-Peled, Dan Roth

Proceedings of the Machine Learning, 2002

Layered Representations for Human Activity Recognition.

Nuria Oliver, Eric Horvitz, Ashutosh Garg

Proceedings of the 4th IEEE International Conference on Multimodal Interfaces (ICMI 2002), 2002

Facial expression recognition from video sequences.

Ira Cohen, Nicu Sebe, Ashutosh Garg, Michael S. Lew, Thomas S. Huang

Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

2001

Duration Dependent Input Output Markov Models For Audio-Visual Event Detection.

Milind R. Naphade, Ashutosh Garg, Thomas S. Huang

Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Understanding Probabilistic Classifiers.

Ashutosh Garg, Dan Roth

Proceedings of the Machine Learning: EMCL 2001, 2001

Learning Coherent Concepts.

Ashutosh Garg, Dan Roth

Proceedings of the Algorithmic Learning Theory, 12th International Conference, 2001

2000

Vision-Based Overhead View Person Recognition.

Ira Cohen, Ashutosh Garg, Thomas S. Huang

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Multimodal Speaker Detection Using Input/Output Dynamic Bayesian Networks.

Vladimir Pavlovic, Ashutosh Garg, James M. Rehg

Proceedings of the Advances in Multimodal Interfaces, 2000

Audio-Visual Speaker Detection Using Dynamic Bayesian Networks.

Ashutosh Garg, Vladimir Pavlovic, James M. Rehg

Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Multimodal Speaker Detection Using Error Feedback Dynamic Bayesian Networks.

Vladimir Pavlovic, James M. Rehg, Ashutosh Garg, Thomas S. Huang

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000