Aman Gupta

Anurag Beniwal

CoRR, June, 2025

On the Robustness of Reward Models for Language Model Alignment.

[BibT_eX]

[DOI]

CoRR, May, 2025

Implementation of classical client universal blind quantum computation with 8-state RSP in current architecture.

[BibT_eX]

[DOI]

Sudarshan Srinivasa Ramanujam

Daniel Prasanth

Venkat Chandra Gunja

CoRR, March, 2025

Efficient AI in Practice: Training and Deployment of Efficient LLMs for Industry Applications.

[BibT_eX]

[DOI]

CoRR, February, 2025

LLM Query Scheduling with Prefix Reuse and Latency Constraints.

[BibT_eX]

[DOI]

CoRR, February, 2025

From Features to Transformers: Redefining Ranking for Scalable Impact.

[BibT_eX]

[DOI]

CoRR, February, 2025

360Brew: A Decoder-only Foundation Model for Personalized Ranking and Recommendation.

[BibT_eX]

[DOI]

CoRR, January, 2025

AlphaPO - Reward shape matters for LLM alignment.

[BibT_eX]

[DOI]

CoRR, January, 2025

Efficient Algorithms for Leveraging LLMs for Generative and Predictive Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Advancing Carbon-Efficient Software Development: A Sustainable Path Forward.

[BibT_eX]

[DOI]

Sagar Gupta

Proceedings of the 26th International Conference on Distributed Computing and Networking, 2025

2024

Efficient Logistics Solutions for E-Commerce Using Wireless Sensor Networks.

[BibT_eX]

[DOI]

Shaleen Bhatnagar

R. S. M. Lakshmi Patibandla

Prashant G. C.

Purnendu Shekhar Pandey

Shri Ganesh V. Manerkar

Madhu Kumar Vanteru

Kottala Sri Yogi

Faheem Khan

IEEE Trans. Consumer Electron., November, 2024

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

[BibT_eX]

[DOI]

Amit Kumar Jakhar

Mrityunjay Singh

Evol. Intell., June, 2024

An efficient and secure quantum blind signature-based electronic cash transaction scheme.

[BibT_eX]

[DOI]

IET Quantum Commun., 2024

Efficient user history modeling with amortized inference for deep learning recommendation models.

[BibT_eX]

[DOI]

CoRR, 2024

WxC-Bench: A Novel Dataset for Weather and Climate Downstream Tasks.

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

Prithvi WxC: Foundation Model for Weather and Climate.

[BibT_eX]

[DOI]

CoRR, 2024

Machine Learning Global Simulation of Nonlocal Gravity Wave Propagation.

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

Zirui Liu

Qingquan Song

Qiang Charles Xiao

Andre Assuncao Silva T. Ribeiro

Xia Hu

CoRR, 2024

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

[BibT_eX]

[DOI]

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

Neural Optimization with Adaptive Heuristics for Intelligent Marketing System.

[BibT_eX]

[DOI]

Changshuai Wei

Benjamin Zelditch

Joyce Chen

Jingyi Kenneth Tay

Borja Ocejo Elizondo

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.

[BibT_eX]

[DOI]

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

LiRank: Industrial Large Scale Ranking Models at LinkedIn.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Sagar Gupta

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

A Precise Characterization of SGD Stability Using Loss Surface Geometry.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Energy Efficient Predictive Beamforming and 5G Cell Management using SDN.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on High Performance Computing, Data and Analytics, HiPC 2024, 2024

Reactive Dataflow for Inflight Error Handling in ML Workflows.

[BibT_eX]

[DOI]

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

A Comparative Analysis of Machine Learning Models for Fire Alarm Systems.

[BibT_eX]

[DOI]

Proceedings of the OITS International Conference on Information Technology, 2024

LiNR: Model Based Neural Retrieval on GPUs at LinkedIn.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Shashank Mishra

Sourav Chandan Sahu

Ulligaddala Srinivasarao

Jairam Naik Khetavath

New Gener. Comput., June, 2023

Facial emotion recognition and encoding application for the visually impaired.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2023

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

[BibT_eX]

[DOI]

Kayhan Behdin

Ayan Acharya

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

Tracking Socio-Economic Development in Rural India over Two Decades Using Satellite Imagery.

[BibT_eX]

[DOI]

ACM J. Comput. Sustain. Soc., 2023

Promoting Inactive Members in Edge-Building Marketplace.

[BibT_eX]

[DOI]

Parag Agrawal

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Megha Rathi

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

Optimizing for Member Value in an Edge Building Marketplace.

[BibT_eX]

[DOI]

Parag Agrawal

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

Blind Estimation of Polar Encoder Parameters.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

David Durfee

Kinjal Basu

CoRR, 2022

Generalized Deep Mixed Models.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

Deepak Bhatt

Anubha Pandey

CoRR, 2021

2020

Smoothed Gaussian Mixture Models for Video Classification and Recommendation.

[BibT_eX]

[DOI]

CoRR, 2020

Image and Video Understanding for Recommendation and Spam Detection Systems.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

J. Ananthapadmanabhan

Dinesh Kumar Sharma

Maryam Shojaei Baghini

Microelectron. J., 2018

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

[BibT_eX]

[DOI]

Proceedings of the Working Notes of FIRE 2018, 2018

2017

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

[BibT_eX]

[DOI]

Haohan Wang

Ming Xu

Int. J. Data Min. Bioinform., 2017

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

[BibT_eX]

[DOI]

Maryam Shojaei Baghini

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

2016

Optimizing callout in unified ad markets.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Tatsunori Hara

Tamio Arai

Proceedings of the Serviceology for Smart Service System, 2015

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Mohammed Arif

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

2013

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

[BibT_eX]

[DOI]

Gerald W. Evans

Sunderesh S. Heragu

Simul. Model. Pract. Theory, 2013

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

[BibT_eX]

[DOI]

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

2011

Low Power Probabilistic Floating Point Multiplier Design.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Anshul Singh