Achin Jain

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 25

Top Topics

Ensemble Learning

Gaussian Process

Diffusion Models

Predictive Control

Top Venues

BuildSys@SenSys

Publications

Benjamin Biggs, Arjun Seshadri, Yang Zou, Achin Jain, Aditya Golatkar, Yusheng Xie, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto
Diffusion Soup: Model Merging for Text-to-Image Diffusion Models. CoRR (2024)
Achin Jain, Gurumurthy Swaminathan, Paolo Favaro, Hao Yang, Avinash Ravichandran, Hrayr Harutyunyan, Alessandro Achille, Onkar Dabeer, Bernt Schiele, Ashwin Swaminathan, Stefano Soatto
A Meta-Learning Approach to Predicting Performance and Data Requirements. CVPR (2023)
Achin Jain, Gurumurthy Swaminathan, Paolo Favaro, Hao Yang, Avinash Ravichandran, Hrayr Harutyunyan, Alessandro Achille, Onkar Dabeer, Bernt Schiele, Ashwin Swaminathan, Stefano Soatto
A Meta-Learning Approach to Predicting Performance and Data Requirements. CoRR (2023)
Pritesh Kumar Singh, Archit Gupta, Mayank Upadhyay, Achin Jain, Manju Khari, Puneet Singh Lamba
Multimodal Driver Drowsiness Detection From Video Frames. J. Mobile Multimedia 19 (2) (2023)
Achin Jain, Kibok Lee, Gurumurthy Swaminathan, Hao Yang, Bernt Schiele, Avinash Ravichandran, Onkar Dabeer
ComplETR: Reducing the cost of annotations for object detection in dense scenes with vision transformers. CoRR (2022)
Achin Jain, Vanita Jain
Sentiment classification using hybrid feature selection and ensemble classifier. J. Intell. Fuzzy Syst. 42 (2) (2022)
Bharti Sharma, Poonam Bansal, Mohak Chugh, Adisakshya Chauhan, Prateek Anand, Qiaozhi Hua, Achin Jain
Benchmarking geospatial database on Kubernetes cluster. EURASIP J. Adv. Signal Process. 2021 (1) (2021)
Achin Jain, Vanita Jain
Efficient Framework for Sentiment Classification Using Apriori Based Feature Reduction. EAI Endorsed Trans. Scalable Inf. Syst. 8 (31) (2021)
Achin Jain, Manfred Morari
Computing the racing line using Bayesian optimization. CoRR (2020)
Achin Jain, Manfred Morari
Computing the racing line using Bayesian optimization. CDC (2020)
Achin Jain, Pratik Chaudhari, Manfred Morari
BayesRace: Learning to race autonomously using prior experience. CoRR (2020)
Achin Jain, Matthew O'Kelly, Pratik Chaudhari, Manfred Morari
BayesRace: Learning to race autonomously using prior experience. CoRL (2020)
Achin Jain, Francesco Smarra, Enrico Reticcioli, Alessandro D'Innocenzo, Manfred Morari
NeurOpt: Neural network based optimization for building energy management and climate control. L4DC (2020)
Matthew O'Kelly, Hongrui Zheng, Achin Jain, Joseph Auckley, Kim Luong, Rahul Mangharam
TUNERCAR: A Superoptimization Toolchain for Autonomous Racing. ICRA (2020)
Achin Jain, Francesco Smarra, Enrico Reticcioli, Alessandro D'Innocenzo, Manfred Morari
NeurOpt: Neural network based optimization for building energy management and climate control. CoRR (2020)
Achin Jain, Truong X. Nghiem, Manfred Morari, Rahul Mangharam
Learning and control using gaussian processes: towards bridging machine learning and controls for physical systems. ICCPS (2018)
Achin Jain, Francesco Smarra, Madhur Behl, Rahul Mangharam
Data-Driven Model Predictive Control with Regression Trees - An Application to Building Energy Management. ACM Trans. Cyber Phys. Syst. 2 (1) (2018)
Francesco Smarra, Achin Jain, Rahul Mangharam, Alessandro D'Innocenzo
Data-driven Switched Affine Modeling for Model Predictive Control. ADHS (2018)
Achin Jain, Francesco Smarra, Rahul Mangharam
Data predictive control using regression trees and ensemble learning. CDC (2017)
Achin Jain, Madhur Behl, Rahul Mangharam
Data Predictive Control for building energy management. ACC (2017)
Achin Jain, Tobias Nuesch, Christian Naegele, Pedro Macri Lassus, Christopher H. Onder
Modeling and Control of a Hybrid Electric Vehicle With an Electrically Assisted Turbocharger. IEEE Trans. Veh. Technol. 65 (6) (2016)
Madhur Behl, Achin Jain, Rahul Mangharam
Data-Driven Modeling, Control and Tools for Cyber-Physical Energy Systems. CoRR (2016)
Achin Jain, Rahul Mangharam, Madhur Behl
Data Predictive Control for Peak Power Reduction. BuildSys@SenSys (2016)
Madhur Behl, Achin Jain, Rahul Mangharam
Data-Driven Modeling, Control and Tools for Cyber-Physical Energy Systems. ICCPS (2016)
Achin Jain, Madhur Behl, Rahul Mangharam
Data Predictive Control for Building Energy Management: Poster Abstract. BuildSys@SenSys (2016)
Nanhay Singh, Achin Jain, Ram Shringar Raw, Rahul Raman
Detection of Web-Based Attacks by Analyzing Web Server Log Files. ICACNI (2013)
Achin Jain, Alok R. Patnaik, Pulak Dhar, Vineet Srivastava
Software Defect Content Estimation: A Bayesian Approach. CCECE (2006)