72 citations · 107 across the 15 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
stat.ML2020★ 9 cited
Distribution-free binary classification: prediction sets, confidence intervals and calibration
Chirag Gupta, Aleksandr Podkopaev, Aaditya Ramdas
We study three notions of uncertainty quantification -- calibration, confidence intervals and prediction sets -- for binary classification in the distribution-free setting, that is…
cs.RO2020★ 1 cited
Self learning robot using real-time neural networks
Chirag Gupta, Chikita Nangia, Chetan Kumar
With the advancements in high volume, low precision computational technology and applied research on cognitive artificially intelligent heuristic systems, machine learning solution…
cs.LG2020★ 4 cited
Shallow Encoder Deep Decoder (SEDD) Networks for Image Encryption and Decryption
Chirag Gupta
This paper explores a new framework for lossy image encryption and decryption using a simple shallow encoder neural network E for encryption, and a complex deep decoder neural netw…