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AI/ML
Summary : I have worked on active learning, large scale labeling systems, video analytics and applying ML to improve performance in networked systems. More recently my focus is on applying SLMs and GenAI.
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ADR-X: ANN-Assisted Wireless Link Rate Adaptation for Compute-Constrained Embedded Gaming Devices, H. Yin, M. Ramanujam, J. Schaefer, S. Adermann, S. Narlanka, P. Lea, R. Netravali, K. ChintalapudiNSDI 2024 , March 2024
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Cloud-LoRa: Enabling Cloud Radio Access LoRa Networks Using Reinforcement Learning Based Bandwidth-Adaptive Compression, Muhammad Osama Shahid, Daniel Koch, Bhuvana Krishnaswamy, Jayaram Raghuram, Krishna Chintalapudi, Suman Banerjee March 2024
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MCAL: Minimum Cost Human-Machine Active Labeling, Hang Qiu, Krishna Chintalapudi, Ramesh Govindan, ICLR 2023 : International Conference on Learning Representations May 2023
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Kodan: Addressing the Computational Bottleneck in Space, Brad Denby, Brandon Lucia, Shadi Noghabi, Krishna Chintalapudi, Ranveer Chandra
ASPLOS 2023 : Architectural Support for Programming Languages and Operating Systems March 2023
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SATYAM: Democratizing Groundtruth for Machine Vision Krishna Chintalapudi, Hang Qiu, Ramesh Govindan arXiv November 2018
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Real-time Video Analytics: the killer app for edge computing Ganesh Ananthanarayanan, Victor Bahl, Peter BodÃk, Krishna Chintalapudi, Matthai Philipose, Lenin Ravindranath Sivalingam, Sudipta Sinha IEEE Computer October 2017
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Enabling Physical Analytics in Retail Stores Using Smart Glasses Swati Rallapalli, Aishwarya Ganesan, Krishna Chintalapudi, Venkat Padmanabhan, Lili Qiu ACM Mobicom 2014 September 2014
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Centaur : Locating Devices in an Office Environment, Krishna Chintalapudi, Venkat Padmanabhan, Mobicom August 2012
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Zee: Zero-Effort Crowdsourcing for Indoor Localization, Krishna Kant Chintalapudi, Venkat Padmanabhan, Rijurekha Sen, Mobicom August 2012
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Fuzzy Clustering of Star Shaped Objects K.K. Chintalapudi, Moshe Kam CISS 1999, pp. (1280-1286) 1999
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The Credibilistic Fuzzy C Means Algorithm K.K. Chintalapudi, Moshe Kam IEEE Systems Man and Cybernetics 1998, pp. (1280-1286) 1998
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A Novel Scheme to Reduce and Determine the Architecture of a Multilayer Perceptron Network K.K. Chintalapudi, N.R. Pal , IEEE Systems Man and Cybernetics 1998, pp. (2034-2040), 1998
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A Noise Resistant Fuzzy c Means K.K. Chintalapudi, Moshe Kam ", Proc. of the IEEE Conference on Fuzzy Systems 1998
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A Simple Procedure to Reduce the Size of a Multilayer Perceptron Network N.R. Pal, K.K. Chintalapudi ", International Journal of Knowledge Based Engineering Systems, Vol.2, No.3, pp.(145-163), 1998.
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Feature selection in a connectionist framework N.R. Pal, K.K. Chintalapudi ", International journal of Neural, Parallel and Scientific Computation. Vol.5, pp. (359-382), 1997.
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