Pratik Patil

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 31

Top Topics

Top Venues

IEEE Trans. Inf. Theory

Publications

Riccardo Fogliato, Pratik Patil, Mathew Monfort, Pietro Perona
A Framework for Efficient Model Evaluation through Stratification, Sampling, and Estimation. CoRR (2024)
Daniel LeJeune, Pratik Patil, Hamid Javadi, Richard G. Baraniuk, Ryan J. Tibshirani
Asymptotics of the Sketched Pseudoinverse. SIAM J. Math. Data Sci. 6 (1) (2024)
Pratik Patil, Prerna Tulsiani, Sunil Mane
Mitigating Data Sharing in Public Cloud using Blockchain. CoRR (2024)
Pratik Patil, Daniel LeJeune
Asymptotically Free Sketched Ridge Ensembles: Risks, Cross-Validation, and Tuning. ICLR (2024)
Pratik Patil, Jin-Hong Du, Ryan J. Tibshirani
Optimal Ridge Regularization for Out-of-Distribution Prediction. CoRR (2024)
Pratik Patil, Yuchen Wu, Ryan J. Tibshirani
Failures and Successes of Cross-Validation for Early-Stopped Gradient Descent. AISTATS (2024)
Pratik Patil, Yuchen Wu, Ryan J. Tibshirani
Failures and Successes of Cross-Validation for Early-Stopped Gradient Descent. CoRR (2024)
Pratik Patil, Jin-Hong Du
Generalized equivalences between subsampling and ridge regularization. NeurIPS (2023)
Pratik Patil, Jin-Hong Du
Generalized equivalences between subsampling and ridge regularization. CoRR (2023)
Jin-Hong Du, Pratik Patil, Arun K. Kuchibhotla
Subsample Ridge Ensembles: Equivalences and Generalized Cross-Validation. ICML (2023)
Jin-Hong Du, Pratik Patil, Arun Kumar Kuchibhotla
Subsample Ridge Ensembles: Equivalences and Generalized Cross-Validation. CoRR (2023)
Riccardo Fogliato, Pratik Patil, Pietro Perona
Confidence Intervals for Error Rates in Matching Tasks: Critical Review and Recommendations. CoRR (2023)
Abhishek Pandey, Senjuti Sen, Soumyadip Majumder, Dev Savla, Pratik Patil
Location Intelligence in Amalgamation of Floating Solar PV & Electric Vehicle. IGARSS (2022)
Pratik Patil, Mikael Kuusela, Jonathan Hobbs
Objective Frequentist Uncertainty Quantification for Atmospheric \(\mathrm{CO}_2\) Retrievals. SIAM/ASA J. Uncertain. Quantification 10 (3) (2022)
Pratik Patil, Arun Kumar Kuchibhotla, Yuting Wei, Alessandro Rinaldo
Mitigating multiple descents: A model-agnostic framework for risk monotonization. CoRR (2022)
Daniel LeJeune, Pratik Patil, Hamid Javadi, Richard G. Baraniuk, Ryan J. Tibshirani
Asymptotics of the Sketched Pseudoinverse. CoRR (2022)
Pratik Patil, Alessandro Rinaldo, Ryan J. Tibshirani
Estimating Functionals of the Out-of-Sample Error Distribution in High-Dimensional Ridge Regression. AISTATS (2022)
Liang Liu, Ya-Feng Liu, Pratik Patil, Wei Yu
Uplink-Downlink Duality Between Multiple-Access and Broadcast Channels With Compressing Relays. IEEE Trans. Inf. Theory 67 (11) (2021)
Pratik Patil, Yuting Wei, Alessandro Rinaldo, Ryan J. Tibshirani
Uniform Consistency of Cross-Validation Estimators for High-Dimensional Ridge Regression. AISTATS (2021)
Liang Liu, Ya-Feng Liu, Pratik Patil, Wei Yu
Uplink-Downlink Duality Between Multiple-Access and Broadcast Channels with Compressing Relays. CoRR (2020)
Pratik Patil, Ching-Seh Mike Wu, Katerina Potika, Marjan Orang
Stock Market Prediction Using Ensemble of Graph Theory, Machine Learning and Deep Learning Models. ICSIM (2020)
Pratik Patil, Wei Yu
Generalized Compression Strategy for the Downlink Cloud Radio Access Network. IEEE Trans. Inf. Theory 65 (10) (2019)
Liang Liu, Pratik Patil, Wei Yu
Channel Diagonalization for Cloud Radio Access. CoRR (2018)
Pratik Patil, Binbin Dai, Wei Yu
Hybrid Data-Sharing and Compression Strategy for Downlink Cloud Radio Access Network. IEEE Trans. Commun. 66 (11) (2018)
Pratik Patil, Wei Yu
Generalized Compression Strategy for the Downlink Cloud Radio Access Network. CoRR (2018)
Liang Liu, Pratik Patil, Wei Yu
Channel Diagonalization for Cloud Radio Access. IEEE Wirel. Commun. Lett. 7 (4) (2018)
Pratik Patil, Binbin Dai, Wei Yu
Hybrid Data-Sharing and Compression Strategy for Downlink Cloud Radio Access Network. CoRR (2018)
Ahmed Badr, Pratik Patil, Ashish Khisti, Wai-Tian Tan, John G. Apostolopoulos
Layered Constructions for Low-Delay Streaming Codes. IEEE Trans. Inf. Theory 63 (1) (2017)
Liang Liu, Pratik Patil, Wei Yu
An uplink-downlink duality for cloud radio access network. ISIT (2016)
Liang Liu, Pratik Patil, Wei Yu
An uplink-downlink duality for cloud radio access network. CoRR (2016)
Pratik Patil, Binbin Dai, Wei Yu
Performance comparison of data-sharing and compression strategies for cloud radio access networks. EUSIPCO (2015)
Pratik Patil, Wei Yu
Hybrid compression and message-sharing strategy for the downlink cloud radio-access network. ITA (2014)
Ahmed Badr, Pratik Patil, Ashish Khisti, Wai-Tian Tan, John G. Apostolopoulos
Layered Constructions for Low-Delay Streaming Codes. CoRR (2013)
Pratik Patil, Ahmed Badr, Ashish Khisti
Streaming erasure codes under mismatched source-channel frame rates. CWIT (2013)
Pratik Patil, Ahmed Badr, Ashish Khisti, Wai-Tian Tan
Delay-optimal streaming codes under source-channel rate mismatch. ACSSC (2013)
Pratik Patil, Subodh Karve, Amol Pande
Effective toll collection by RFID and client server model. ICWET (2010)
Nathan Schurr, Pratik Patil, Frédéric H. Pighin, Milind Tambe
Using multiagent teams to improve the training of incident commanders. AAMAS (2006)