Achin Jain

According to our database, Achin Jain authored at least 25 papers between 2006 and 2024.

Collaborative distances:

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

2024

Using IOTA Tangle and Machine Learning for a Defensive Model-Based Approach Against Replication Attacks on Wireless Sensor Networks.

Reza Soltani, Marzia Zaman, Darshana Upadhyay, Achin Jain, Srinivas Sampalli

IEEE Access, 2024

A Hybrid Machine Learning Intrusion Detection System for Wireless Sensor Networks.

Hongwei Zhang, Marzia Zaman, Achin Jain, Srinivas Sampalli

Proceedings of the International Wireless Communications and Mobile Computing, 2024

Diffusion Soup: Model Merging for Text-to-Image Diffusion Models.

Benjamin Biggs, Arjun Seshadri, Yang Zou, Achin Jain, Aditya Golatkar, Yusheng Xie, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Multimodal Driver Drowsiness Detection From Video Frames.

Pritesh Kumar Singh, Archit Gupta, Mayank Upadhyay, Achin Jain, Manju Khari, Puneet Singh Lamba

J. Mobile Multimedia, 2023

A Meta-Learning Approach to Predicting Performance and Data Requirements.

Achin Jain, Gurumurthy Swaminathan, Paolo Favaro, Hao Yang, Avinash Ravichandran, Hrayr Harutyunyan, Alessandro Achille, Onkar Dabeer, Bernt Schiele, Ashwin Swaminathan, Stefano Soatto

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Sentiment classification using hybrid feature selection and ensemble classifier.

Achin Jain, Vanita Jain

J. Intell. Fuzzy Syst., 2022

ComplETR: Reducing the cost of annotations for object detection in dense scenes with vision transformers.

Achin Jain, Kibok Lee, Gurumurthy Swaminathan, Hao Yang, Bernt Schiele, Avinash Ravichandran, Onkar Dabeer

CoRR, 2022

2021

Efficient Framework for Sentiment Classification Using Apriori Based Feature Reduction.

Achin Jain, Vanita Jain

EAI Endorsed Trans. Scalable Inf. Syst., 2021

Benchmarking geospatial database on Kubernetes cluster.

Bharti Sharma, Poonam Bansal, Mohak Chugh, Adisakshya Chauhan, Prateek Anand, Qiaozhi Hua, Achin Jain

EURASIP J. Adv. Signal Process., 2021

2020

BayesRace: Learning to race autonomously using prior experience.

Achin Jain, Pratik Chaudhari, Manfred Morari

CoRR, 2020

NeurOpt: Neural network based optimization for building energy management and climate control.

Achin Jain, Francesco Smarra, Enrico Reticcioli, Alessandro D'Innocenzo, Manfred Morari

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

TUNERCAR: A Superoptimization Toolchain for Autonomous Racing.

Matthew O'Kelly, Hongrui Zheng, Achin Jain, Joseph Auckley, Kim Luong, Rahul Mangharam

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

BayesRace: Learning to race autonomously using prior experience.

Achin Jain, Matthew O'Kelly, Pratik Chaudhari, Manfred Morari

Proceedings of the 4th Conference on Robot Learning, 2020

Computing the racing line using Bayesian optimization.

Achin Jain, Manfred Morari

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2018

Data-Driven Model Predictive Control with Regression Trees - An Application to Building Energy Management.

Achin Jain, Francesco Smarra, Madhur Behl, Rahul Mangharam

ACM Trans. Cyber Phys. Syst., 2018

Learning and control using gaussian processes: towards bridging machine learning and controls for physical systems.

Achin Jain, Truong X. Nghiem, Manfred Morari, Rahul Mangharam

Proceedings of the 9th ACM/IEEE International Conference on Cyber-Physical Systems, 2018

Data-driven Switched Affine Modeling for Model Predictive Control.

Francesco Smarra, Achin Jain, Rahul Mangharam, Alessandro D'Innocenzo

Proceedings of the 6th IFAC Conference on Analysis and Design of Hybrid Systems, 2018

2017

Data predictive control using regression trees and ensemble learning.

Achin Jain, Francesco Smarra, Rahul Mangharam

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Data Predictive Control for building energy management.

Achin Jain, Madhur Behl, Rahul Mangharam

Proceedings of the 2017 American Control Conference, 2017

2016

Modeling and Control of a Hybrid Electric Vehicle With an Electrically Assisted Turbocharger.

Achin Jain, Tobias Nuesch, Christian Naegele, Pedro Macri Lassus, Christopher Harald Onder

IEEE Trans. Veh. Technol., 2016

Data Predictive Control for Peak Power Reduction.

Achin Jain, Rahul Mangharam, Madhur Behl

Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Data Predictive Control for Building Energy Management: Poster Abstract.

Achin Jain, Madhur Behl, Rahul Mangharam

Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Data-Driven Modeling, Control and Tools for Cyber-Physical Energy Systems.

Madhur Behl, Achin Jain, Rahul Mangharam

Proceedings of the 7th ACM/IEEE International Conference on Cyber-Physical Systems, 2016

2013

Detection of Web-Based Attacks by Analyzing Web Server Log Files.

Nanhay Singh, Achin Jain, Ram Shringar Raw, Rahul Raman

Proceedings of the Intelligent Computing, 2013

2006

Software Defect Content Estimation: A Bayesian Approach.

Achin Jain, Alok R. Patnaik, Pulak Dhar, Vineet Srivastava

Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006