Praveen Venkatesh

36 papers A* 4B 5Journal 19Unranked 8

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Foundation and large language models: fundamentals, challenges, opportunities, and social impacts. Clust. Comput. Devon Myers, Rami Mohawesh, Venkata Ishwarya Chellaboina, Anantha Lakshmi Sathvik, Praveen Venkatesh, Yi-Hui Ho, Hanna Henshaw, Muna Al-Hawawreh, David Berdik, Yaser Jararweh
2024	J	`jnl`	Information-Theoretic Tools to Understand Distributed Source Coding in Neuroscience. IEEE J. Sel. Areas Inf. Theory Ariel K. Feldman, Praveen Venkatesh, Douglas J. Weber, Pulkit Grover
2023	B	`conf`	Capturing and Interpreting Unique Information. ISIT Praveen Venkatesh, Keerthana Gurushankar, Gabriel Schamberg
2023	J	`jnl`	Capturing and Interpreting Unique Information. CoRR Praveen Venkatesh, Keerthana Gurushankar, Gabriel Schamberg
2023	A*	`conf`	Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data. NeurIPS Praveen Venkatesh, Corbett Bennett, Sam Gale, Tamina K. Ramirez, Greggory Heller, Severine Durand, Shawn R. Olsen, Stefan Mihalas
2023	J	`jnl`	Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data. CoRR Praveen Venkatesh, Corbett Bennett, Sam Gale, Tamina K. Ramirez, Greggory Heller, Severine Durand, Shawn R. Olsen, Stefan Mihalas
2022	—	`conf`	Extracting Unique Information Through Markov Relations. Allerton Keerthana Gurushankar, Praveen Venkatesh, Pulkit Grover
2022	J	`jnl`	Extracting Unique Information Through Markov Relations. CoRR Keerthana Gurushankar, Praveen Venkatesh, Pulkit Grover
2022	—	`conf`	Indian Classical Music Synthesis. COMAD/CODS Gaurav Viramgami, Hitarth Gandhi, Hrushti Naik, Nipun Mahajan, Praveen Venkatesh, Shivam Sahni, Mayank Singh
2022	—	`conf`	Memory Guided Road Segmentation. ICIAP (1) Praveen Venkatesh, Rwik Rana, Varun Jain
2022	B	`conf`	Partial Information Decomposition via Deficiency for Multivariate Gaussians. ISIT Praveen Venkatesh, Gabriel Schamberg
2022	—	`conf`	Program Synthesis: Does Feedback Help? COMAD/CODS Harsh M. Patel, Praveen Venkatesh, Shivam Sahni, Varun Jain, Mrinal Anand, Mayank Singh
2022	J	`jnl`	Quantifying Feature Contributions to Overall Disparity Using Information Theory. CoRR Sanghamitra Dutta, Praveen Venkatesh, Pulkit Grover
2021	J	`jnl`	Analysis and Control of a Planar Quadrotor. CoRR Praveen Venkatesh, Sanket Vadhvana, Varun Jain
2021	A*	`conf`	Can Information Flows Suggest Targets for Interventions in Neural Circuits? NeurIPS Praveen Venkatesh, Sanghamitra Dutta, Neil Ashim Mehta, Pulkit Grover
2021	J	`jnl`	Can Information Flows Suggest Targets for Interventions in Neural Circuits? CoRR Praveen Venkatesh, Sanghamitra Dutta, Neil Ashim Mehta, Pulkit Grover
2021	J	`jnl`	Fairness Under Feature Exemptions: Counterfactual and Observational Measures. IEEE Trans. Inf. Theory Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover
2021	J	`jnl`	Fast and Real-time End to End Control in Autonomous Racing Cars Through Representation Learning. CoRR Praveen Venkatesh, Rwik Rana, Harish PM
2021	J	`jnl`	Learning by Cheating : An End-to-End Zero Shot Framework for Autonomous Drone Navigation. CoRR Praveen Venkatesh, Viraj Shah, Vrutik Shah, Yash Kamble, Joycee Mekie
2021	J	`jnl`	Memory Guided Road Detection. CoRR Praveen Venkatesh, Rwik Rana, Varun Jain
2021	J	`jnl`	Partial Information Decomposition via Deficiency for Multivariate Gaussians. CoRR Gabriel Schamberg, Praveen Venkatesh
2020	A*	`conf`	An Information-Theoretic Quantification of Discrimination with Exempt Features. AAAI Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover
2020	J	`jnl`	Fairness Under Feature Exemptions: Counterfactual and Observational Measures. CoRR Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover
2020	B	`conf`	How else can we define Information Flow in Neural Circuits? ISIT Praveen Venkatesh, Sanghamitra Dutta, Pulkit Grover
2020	J	`jnl`	Information Flow in Computational Systems. IEEE Trans. Inf. Theory Praveen Venkatesh, Sanghamitra Dutta, Pulkit Grover
2019	J	`jnl`	An Algorithm for Automated, Noninvasive Detection of Cortical Spreading Depolarizations Based on EEG Simulations. IEEE Trans. Biomed. Eng. Alireza Chamanzar, Shilpa Anna George, Praveen Venkatesh, Maysamreza Chamanzar, Lori Shutter, Jonathan Elmer, Pulkit Grover
2019	A*	`conf`	Efficient Near-Optimal Testing of Community Changes in Balanced Stochastic Block Models. NeurIPS Aditya Gangrade, Praveen Venkatesh, Bobak Nazer, Venkatesh Saligrama
2019	B	`conf`	How should we define Information Flow in Neural Circuits? ISIT Praveen Venkatesh, Sanghamitra Dutta, Pulkit Grover
2019	J	`jnl`	Information Flow in Computational Systems. CoRR Praveen Venkatesh, Sanghamitra Dutta, Pulkit Grover
2018	—	`conf`	Flexible Ultra-resolution Subdermal EEG Probes. BioCAS Zabir Ahmed, Jay W. Reddy, Kaustubh Deshpande, Ashwati Krishnan, Praveen Venkatesh, Shawn K. Kelly, Pulkit Grover, Maysamreza Chamanzar
2018	—	`conf`	Low-Cost Carbon Fiber-Based Conductive Silicone Sponge EEG Electrodes. EMBC Ashwati Krishnan, Ritesh Kumar, Praveen Venkatesh, Shawn K. Kelly, Pulkit Grover
2018	J	`jnl`	Testing Changes in Communities for the Stochastic Block Model. CoRR Aditya Gangrade, Praveen Venkatesh, Bobak Nazer, Venkatesh Saligrama
2017	J	`jnl`	An Information-Theoretic View of EEG Sensing. Proc. IEEE Pulkit Grover, Praveen Venkatesh
2017	B	`conf`	Lower bounds on the minimax risk for the source localization problem. ISIT Praveen Venkatesh, Pulkit Grover
2015	—	`conf`	An information theoretic technique for harnessing attenuation of high spatial frequencies to design ultra-high-density EEG. Allerton Pulkit Grover, Jeffrey A. Weldon, Shawn K. Kelly, Praveen Venkatesh, Haewon Jeong
2015	—	`conf`	Is the direction of greater Granger causal influence the same as the direction of information flow? Allerton Praveen Venkatesh, Pulkit Grover