Chirag Gupta

According to our database, Chirag Gupta authored at least 26 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Parity calibration.

Youngseog Chung, Aaron Rumack, Chirag Gupta

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Online Platt Scaling with Calibeating.

Chirag Gupta, Aaditya Ramdas

Proceedings of the International Conference on Machine Learning, 2023

OrcoDCS: An IoT-Edge Orchestrated Online Deep Compressed Sensing Framework.

Cheng-Wei Ching, Chirag Gupta, Zi Huang, Liting Hu

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

Deep Learning approach for Detecting Intellectual Development Disorder using Scalogram Images.

Irfan Mabood Khan, Mohd Maaz Khan, Chirag Gupta

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

2022

Nested conformal prediction and quantile out-of-bag ensemble methods.

Chirag Gupta, Arun K. Kuchibhotla, Aaditya Ramdas

Pattern Recognit., 2022

Single-cell network biology characterizes cell type gene regulation for drug repurposing and phenotype prediction in Alzheimer's disease.

Chirag Gupta, Jielin Xu, Ting Jin, Saniya Khullar, Xiaoyu Liu, Sayali Alatkar, Feixiong Cheng, Daifeng Wang

PLoS Comput. Biol., 2022

Top-label calibration and multiclass-to-binary reductions.

Chirag Gupta, Aaditya Ramdas

Proceedings of the Tenth International Conference on Learning Representations, 2022

Faster online calibration without randomization: interval forecasts and the power of two choices.

Chirag Gupta, Aaditya Ramdas

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2021

Path Length Bounds for Gradient Descent and Flow.

Chirag Gupta, Sivaraman Balakrishnan, Aaditya Ramdas

J. Mach. Learn. Res., 2021

Top-label calibration.

Chirag Gupta, Aaditya K. Ramdas

CoRR, 2021

Modern Machine and Deep Learning Systems as a way to achieve Man-Computer Symbiosis.

Chirag Gupta

CoRR, 2021

Distribution-Free Calibration Guarantees for Histogram Binning without Sample Splitting.

Chirag Gupta, Aaditya Ramdas

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Shallow Encoder Deep Decoder (SEDD) Networks for Image Encryption and Decryption.

Chirag Gupta

CoRR, 2020

Self learning robot using real-time neural networks.

Chirag Gupta, Chikita Nangia, Chetan Kumar

CoRR, 2020

Distribution-free binary classification: prediction sets, confidence intervals and calibration.

Chirag Gupta, Aleksandr Podkopaev, Aaditya Ramdas

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Gate Stability and Robustness of In-Situ Oxide GaN Interlayer Based Vertical Trench MOSFETs (OG-FETs).

Maria Ruzzarin, Matteo Borga, Enrico Zanoni, Matteo Meneghini, Gaudenzio Meneghesso, Dong Ji, Wenwen Li, Silvia H. Chan, Anchal Agarwal, Chirag Gupta, Stacia Keller, Umesh K. Mishra, Srabanti Chowdhury

Proceedings of the IEEE International Reliability Physics Symposium, 2019

Infant Weeping Calls Decoder using Statistical Feature Extraction and Gaussian Mixture Models.

Kushal Sharma, Chirag Gupta, Sandeep Gupta

Proceedings of the 10th International Conference on Computing, 2019

2018

On sequential frame synchronization with clock misalignment.

Vidyalaxmi Dani, Chirag Gupta, Devendra Jalihal, Venkatesh Ramaiyan

Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds.

Raghav Somani, Chirag Gupta, Prateek Jain, Praneeth Netrapalli

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices.

Chirag Gupta, Arun Sai Suggala, Ankit Goyal, Harsha Vardhan Simhadri, Bhargavi Paranjape, Ashish Kumar, Saurabh Goyal, Raghavendra Udupa, Manik Varma, Prateek Jain

Proceedings of the 34th International Conference on Machine Learning, 2017

2012

Unity metric based highly adaptive scheduler for smartphones (UMBASS).

Chirag Gupta, Kapil Singh, Dheeraj Sanghi

Proceedings of the IEEE International Conference on Advanced Networks and Telecommuncations Systems, 2012

Pedestrian tracking algorithm in NLOS environments.

Chirag Gupta, Deepanjan Biswas

Proceedings of the IEEE International Conference on Advanced Networks and Telecommuncations Systems, 2012

2009

Corrigendum for Elliott, B. <i>et al.</i>, 'PathCase pathways database system', Bioinformatics 2008, 24(21) 2526-2533.

Brendan Elliott, Mustafa Kirac, Ali Cakmak, Gökhan Yavas, Stephen Mayes, En Cheng, Yuan Wang, Chirag Gupta, Gultekin Özsoyoglu, Z. Meral Özsoyoglu

Bioinform., 2009

Efficient k-word proximity search.

Chirag Gupta, Gultekin Özsoyoglu, Z. Meral Özsoyoglu

Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

2008

Addressing the Bandwidth Efficiency, Control, and Evaluation Issues in Software Remote Laboratory.

Ankush Mittal, Chirag Gupta, Ashish Gupta

IEEE Trans. Ind. Electron., 2008

PathCase: pathways database system.

Brendan Elliott, Mustafa Kirac, Ali Cakmak, Gökhan Yavas, Stephen Mayes, En Cheng, Yuan Wang, Chirag Gupta, Gultekin Özsoyoglu, Z. Meral Özsoyoglu

Bioinform., 2008