Aman Gupta

According to our database, Aman Gupta authored at least 46 papers between 2009 and 2024.

Collaborative distances:

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

2024

SELF: a stacked-based ensemble learning framework for breast cancer classification.

Amit Kumar Jakhar, Aman Gupta, Mrityunjay Singh

Evol. Intell., June, 2024

DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems.

Aman Gupta, Anirudh Ravichandran, Ziji Zhang, Swair Shah, Anurag Beniwal, Narayanan Sadagopan

CoRR, 2024

Prithvi WxC: Foundation Model for Weather and Climate.

Johannes Schmude, Sujit Roy, Will Trojak, Johannes Jakubik, Daniel Salles Civitarese, Shraddha Singh, Julian Kuehnert, Kumar Ankur, Aman Gupta, Christopher Phillips, Romeo Kienzler, Daniela Szwarcman, Vishal Gaur, Rajat Shinde, Rohit Lal, Arlindo Da Silva, Jorge Luis Guevara Diaz, Anne Jones, Simon Pfreundschuh, Amy Lin, Aditi Sheshadri, Udaysankar Nair, Valentine Anantharaj, Hendrik F. Hamann, Campbell D. Watson, Manil Maskey, Tsengdar J. Lee, Juan Bernabé-Moreno, Rahul Ramachandran

CoRR, 2024

Machine Learning Global Simulation of Nonlocal Gravity Wave Propagation.

Aman Gupta, Aditi Sheshadri, Sujit Roy, Vishal Gaur, Manil Maskey, Rahul Ramachandran

CoRR, 2024

MultiSlot ReRanker: A Generic Model-based Re-Ranking Framework in Recommendation Systems.

Qiang Charles Xiao, Ajith Muralidharan, Birjodh Tiwana, Johnson Jia, Fedor Borisyuk, Aman Gupta, Dawn Woodard

CoRR, 2024

FFSplit: Split Feed-Forward Network For Optimizing Accuracy-Efficiency Trade-off in Language Model Inference.

Zirui Liu, Qingquan Song, Qiang Charles Xiao, Sathiya Keerthi Selvaraj, Rahul Mazumder, Aman Gupta, Xia Hu

CoRR, 2024

Pulse of the Crowd: Quantifying Crowd Energy through Audio and Video Analysis.

Avinash Anand, Sarthak Jain, Shashank Sharma, Akhil P. Dominic, Aman Gupta, Ashta Verma, Raj Jaiswal, Naman Lal, Rajiv Ratn Shah, Roger Zimmermann

Proceedings of the 7th IEEE International Conference on Multimedia Information Processing and Retrieval, 2024

Neural Optimization with Adaptive Heuristics for Intelligent Marketing System.

Changshuai Wei, Benjamin Zelditch, Joyce Chen, Andre Assuncao Silva T. Ribeiro, Jingyi Kenneth Tay, Borja Ocejo Elizondo, Sathiya Keerthi Selvaraj, Aman Gupta, Licurgo Benemann De Almeida

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

LiMAML: Personalization of Deep Recommender Models via Meta Learning.

Ruofan Wang, Prakruthi Prabhakar, Gaurav Srivastava, Tianqi Wang, Zeinab S. Jalali, Varun Bharill, Yunbo Ouyang, Aastha Nigam, Divya Venugopalan, Aman Gupta, Fedor Borisyuk, S. Sathiya Keerthi, Ajith Muralidharan

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

LiRank: Industrial Large Scale Ranking Models at LinkedIn.

Fedor Borisyuk, Mingzhou Zhou, Qingquan Song, Siyu Zhu, Birjodh Tiwana, Ganesh Parameswaran, Siddharth Dangi, Lars Hertel, Qiang Charles Xiao, Xiaochen Hou, Yunbo Ouyang, Aman Gupta, Sheallika Singh, Dan Liu, Hailing Cheng, Lei Le, Jonathan Hung, S. Sathiya Keerthi, Ruoyan Wang, Fengyu Zhang, Mohit Kothari, Chen Zhu, Daqi Sun, Yun Dai, Xun Luan, Sirou Zhu, Zhiwei Wang, Neil Daftary, Qianqi Shen, Chengming Jiang, Haichao Wei, Maneesh Varshney, Amol Ghoting, Souvik Ghosh

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Optimising the Carbon Footprint for Cloud Resources in a Cloud Environment.

Sagar Gupta, Aman Gupta

Proceedings of the 21st IEEE International Conference on Software Architecture, 2024

A Precise Characterization of SGD Stability Using Loss Surface Geometry.

Gregory Dexter, Borja Ocejo, S. Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Reactive Dataflow for Inflight Error Handling in ML Workflows.

Abhilash Jindal, Kaustubh Beedkar, Vishal Singh, J. Nausheen Mohammed, Tushar Singla, Aman Gupta, Keerti Choudhary

Proceedings of the Eighth Workshop on Data Management for End-to-End Machine Learning, 2024

LiNR: Model Based Neural Retrieval on GPUs at LinkedIn.

Fedor Borisyuk, Qingquan Song, Mingzhou Zhou, Ganesh Parameswaran, Madhu Arun, Siva Popuri, Tugrul Bingol, Zhuotao Pei, Kuang-Hsuan Lee, Lu Zheng, Qizhan Shao, Ali Naqvi, Sen Zhou, Aman Gupta

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Application of Convolutional Neural Networks for COVID-19 Detection in X-ray Images Using InceptionV3 and U-Net.

Aman Gupta, Shashank Mishra, Sourav Chandan Sahu, Ulligaddala Srinivasarao, K. Jairam Naik

New Gener. Comput., June, 2023

Facial emotion recognition and encoding application for the visually impaired.

M. N. Pushpalatha, Harshubh Meherishi, Avani Vaishnav, R. Anurag Pillai, Aman Gupta

Neural Comput. Appl., 2023

QuantEase: Optimization-based Quantization for Language Models - An Efficient and Intuitive Algorithm.

Kayhan Behdin, Ayan Acharya, Aman Gupta, Sathiya Keerthi Selvaraj, Rahul Mazumder

CoRR, 2023

mSAM: Micro-Batch-Averaged Sharpness-Aware Minimization.

Kayhan Behdin, Qingquan Song, Aman Gupta, Ayan Acharya, David Durfee, Borja Ocejo, S. Sathiya Keerthi, Rahul Mazumder

CoRR, 2023

Promoting Inactive Members in Edge-Building Marketplace.

Ayan Acharya, Siyuan Gao, Borja Ocejo, Kinjal Basu, Ankan Saha, Sathiya Keerthi Selvaraj, Rahul Mazumder, Parag Agrawal, Aman Gupta

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Practical Design of Performant Recommender Systems using Large-scale Linear Programming-based Global Inference.

Aman Gupta, S. Sathiya Keerthi, Ayan Acharya, Miao Cheng, Borja Ocejo Elizondo, Rohan Ramanath, Rahul Mazumder, Kinjal Basu, J. Kenneth Tay, Rupesh Gupta

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Disentangling the Hidden Patterns of Heart Disease: A Factor Analysis and Machine Learning Approach for Early Detection and Prevention.

Aman Gupta, Megha Rathi

Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing, 2023

Optimizing for Member Value in an Edge Building Marketplace.

Ayan Acharya, Siyuan Gao, Ankan Saha, Borja Ocejo, Kinjal Basu, Sathiya Keerthi Selvaraj, Rahul Mazumder, Aman Gupta, Parag Agrawal

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Blind Estimation of Polar Encoder Parameters.

Aman Gupta, R. Swaminathan

Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2023

2022

Improved Deep Neural Network Generalization Using m-Sharpness-Aware Minimization.

Kayhan Behdin, Qingquan Song, Aman Gupta, David Durfee, Ayan Acharya, S. Sathiya Keerthi, Rahul Mazumder

CoRR, 2022

Heterogeneous Calibration: A post-hoc model-agnostic framework for improved generalization.

David Durfee, Aman Gupta, Kinjal Basu

CoRR, 2022

Generalized Deep Mixed Models.

Jun Shi, Chengming Jiang, Aman Gupta, Mingzhou Zhou, Yunbo Ouyang, Qiang Charles Xiao, Qingquan Song, Yi (Alice) Wu, Haichao Wei, Huiji Gao

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Logit Attenuating Weight Normalization.

Aman Gupta, Rohan Ramanath, Jun Shi, Anika Ramachandran, Sirou Zhou, Mingzhou Zhou, S. Sathiya Keerthi

CoRR, 2021

Transitioning from Real to Synthetic data: Quantifying the bias in model.

Aman Gupta, Deepak Bhatt, Anubha Pandey

CoRR, 2021

2020

Smoothed Gaussian Mixture Models for Video Classification and Recommendation.

Sirjan Kafle, Aman Gupta, Xue Xia, Ananth Sankar, Xi Chen, Di Wen, Liang Zhang

CoRR, 2020

Image and Video Understanding for Recommendation and Spam Detection Systems.

Aman Gupta, Sirjan Kafle, Di Wen, Dylan Wang, Sumit Srivastava, Suhit Sinha, Nikita Gupta, Bharat Jain, Ananth Sankar, Liang Zhang

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Digital Forensics of Raspberry Pi Used for MITM.

Aman Gupta, Aishwarya Ulhas Desai, Ankita Sahai

Proceedings of the Digital Forensic Education, An Experiential Learning Approach., 2020

2019

Blink as you sync: uncovering eye and nod synchrony in conversation using wearable sensing.

Aman Gupta, Finn L. Strivens, Benjamin Tag, Kai Kunze, Jamie A. Ward

Proceedings of the 23rd International Symposium on Wearable Computers, ISWC 2019, London, 2019

Continuous Alertness Assessments: Using EOG Glasses to Unobtrusively Monitor Fatigue Levels In-The-Wild.

Benjamin Tag, Andrew W. Vargo, Aman Gupta, George Chernyshov, Kai Kunze, Tilman Dingler

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

A pulse oximeter system, <i>OxiSense</i>, with embedded signal processing using an ultra-low power ASIC designed for testability.

Devarshi Mrinal Das, Aman Gupta, Abhishek Srivastava, Amogh Vidwans, Meraj Ahmad, Aniruddha Shelke, Salil Kale, J. Ananthapadmanabhan, Dinesh Kumar Sharma, Maryam Shojaei Baghini

Microelectron. J., 2018

Team WebArch at FIRE-2018 Track on Indian Native Language Identification.

Aman Gupta

Proceedings of the Working Notes of FIRE 2018, 2018

2017

Extracting compact representation of knowledge from gene expression data for protein-protein interaction.

Haohan Wang, Aman Gupta, Ming Xu

Int. J. Data Min. Bioinform., 2017

A noise-power-area optimized novel programmable gain and bandwidth instrumentation amplifier for biomedical applications.

Devarshi Mrinal Das, Abhishek Srivastava, Aman Gupta, Kashyap Barot, Maryam Shojaei Baghini

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

2016

Optimizing callout in unified ad markets.

Aman Gupta, S. Muthukrishnan, Smita Wadhwa

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

An Interactive Model for the Synthesis of Service Functions Through Use Processes.

Tatsunori Hara, Tamio Arai, Aman Gupta

Proceedings of the Serviceology for Smart Service System, 2015

Learning structure in gene expression data using deep architectures, with an application to gene clustering.

Aman Gupta, Haohan Wang, Madhavi K. Ganapathiraju

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014

Assessing the Usability for Arabic Language Websites.

Mohammed Arif, Aman Gupta

Int. J. Technol. Hum. Interact., 2014

2013

Simulation and optimization modeling for drive-through mass vaccination - A generalized approach.

Aman Gupta, Gerald W. Evans, Sunderesh S. Heragu

Simul. Model. Pract. Theory, 2013

Detecting MS initiated signaling DDoS attacks in 3G/4G wireless networks.

Aman Gupta, Tanmay Verma, Soshant Bali, Sanjit Kaul

Proceedings of the Fifth International Conference on Communication Systems and Networks, 2013

2011

Low Power Probabilistic Floating Point Multiplier Design.

Aman Gupta, Satyam Mandavalli, Vincent John Mooney, Keck Voon Ling, Arindam Basu, Henry Johan, Budianto Tandianus

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2011

Using UICDS to Share Data in the Real-Time Decision Support System for Pandemic Response.

Robert Kelley, Aman Gupta, Anup Kumar, Sunderesh S. Heragu

Proceedings of the 2011 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2011

2009

A High Performance Unified BCD and Binary Adder/Subtractor.

Anshul Singh, Aman Gupta, Sreehari Veeramachaneni, M. B. Srinivas

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2009