M. Kumar, R. Ghani, Z. Mei, "Data Mining to Predict and Prevent Errors in Health Insurance Claims Processing", KDD Industrial Track Full Presentation, Washington DC, USA, July 2010.
M. Kumar, R. Ghani, "Online Cost-Sensitive Learning for Efficient Interactive Classification", ICML Workshop on Budgeted Learning, Haifa, Israel, June 2010.
M. Kumar, D. Das, S. Agarwal, A. I. Rudnicky, "Non-textual Event Summarization by Applying Machine Learning to Template-based Language Generation", ACL-IJCNLP 2009 workshop on Language Generation and Summarisation, Suntec City, Singapore, 2009.
M. Kumar, D. Das, S. Agarwal, A. I. Rudnicky, "Non-textual Event Summarization by Applying Machine Learning to Template-based Language Generation", CMU SCS Technical Report, CMU-LTI-09-012, 2009.
M. Kumar, D. Das, A. I. Rudnicky, "A System for Recommending Briefing Drafts from Non-textual Events", International Workshop on Recommendation and Collaboration (ReColl), in conjunction with IUI 2008, Canary Islands, Spain, Jan'08.
M. Kumar, D. Das, A. I. Rudnicky, “Automatic Extraction of Briefing Templates”, International Joint Conference on NLP (IJCNLP), Hyderabad, India, Jan’08.
M. Kumar, D. Das, A. I. Rudnicky, “Summarizing Non-textual Events with a 'Briefing' Focus”, Recherche d'Information Assistée par Ordinateur (RIAO), May 30-Jun 1, 2007, Pittsburgh, USA.
M. Kumar, N. Garera, A. I. Rudnicky, “Learning from Report-writing Behavior of Individuals”, International Joint Conference on Artificial Intelligence (IJCAI), Jan 6-12, 2007, Hyderabad, India.
M. Kumar, N. Garera, A. I. Rudnicky, “A Briefing Tool that Learns Report-writing Behavior”, IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Nov 13-15, 2006, Washington D.C., USA.
D. Huggins-Daines, M. Kumar, A. Chan, M. Ravishankar and A. I. Rudnicky, “POCKETSPHINX: A Free, Real-time Continuous Speech Recognition System for Hand-held devices”, ICASSP’06, Toulouse, France.
M. Kumar, N. Rajput, A. A. Nanavati, P. Kankar and R. Dahiya “SAMVAAD: Speech Application Made Viable for Access-Anywhere Devices”, IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMOB’05), Montreal, Canada.
M. Kumar, N. Rajput and A. Verma, “A large vocabulary continuous speech recognition system for Hindi”, IBM Journal of Research and Development, 2004.
Payer Claims Rework Analytics Engine. Filed with USPTO, August, 2009.
A System and Method for Device-specific Dialog Call-flow Optimisation. Filed with USPTO, April, 2004.