Tara Javidi
- Advances and Open Problems in Federated Learning
2019/12/10 by Peter Kairouz, Kairouz, Peter, H. Brendan McMahan +115 · 473 citations
Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- A Field Guide to Federated Optimization
2021/07/14 by Jianyu Wang, Wang, Jianyu, Zachary Charles +103 · 24 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification
2016/11/16 by Yongxi Lu, Lu, Yongxi, Abhishek Kumar +9 · 8 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
- Peer-to-peer Federated Learning on Graphs
2019/01/31 by Anusha Lalitha, Lalitha, Anusha, Osman Cihan Kilinc +5 · 9 citations
Computer Science · #Advanced Graph Neural Networks #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- Decentralized Asynchronous Non-convex Stochastic Optimization on Directed Graphs
2021/10/20 by Vyacheslav Kungurtsev, Kungurtsev, Vyacheslav, Mahdi Morafah +5 · 4 citations
Computer Science · #Distributed Control Multi-Agent Systems #FOS: Mathematics #Machine Learning and ELM #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
- Searching with Measurement Dependent Noise
2014/08/18 by Yonatan Kaspi, Ofer Shayevitz, Kaspi, Yonatan +3 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Information Theory (cs.IT) #Target Tracking and Data Fusion in Sensor Networks
- Open Problem: Tight Online Confidence Intervals for RKHS Elements
2021/10/28 by Sattar Vakili, Vakili, Sattar, Jonathan Scarlett +3 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Cognitive Radio Networks and Spectrum Sensing #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Statistics Theory (math.ST)
- Decentralized Bayesian Learning over Graphs
2019/05/24 by Anusha Lalitha, Lalitha, Anusha, Xinghan Wang +9 · 1 citation
Computer Science · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Adaptive Sampling for Minimax Fair Classification
2021/03/01 by Shubhanshu Shekhar, Shekhar, Shubhanshu, Fields, Greg +4 · 1 citation
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Decentralized Bayesian Learning with Metropolis-Adjusted Hamiltonian Monte Carlo
2021/07/15 by Vyacheslav Kungurtsev, Kungurtsev, Vyacheslav, Adam D. Cobb +5 · 1 citation
Computer Science · Mathematics · Neuroscience · #FOS: Computer and information sciences #FOS: Mathematics #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
- Decentralized Competing Bandits in Non-Stationary Matching Markets
2022/05/31 by Avishek Ghosh, Ghosh, Avishek, Abishek Sankararaman +7 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems
- Trojans in Artificial Intelligence (TrojAI) Final Report
2026/02/06 by Kristopher W. Reese, Taylor Kulp-McDowall, Michael Majurski +68 · 1 voice
Computer Science · #cs.CR #cs.AI #cs.LG
- Adaptive Object Detection Using Adjacency and Zoom Prediction
2015/12/24 by Yongxi Lu, Lu, Yongxi, Tara Javidi +3 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- Assigning Entities to Teams as a Hypergraph Discovery Problem
2024/03/06 by Guilherme Ferraz de Arruda, Wan He, de Arruda, Guilherme Ferraz +9 · 1 citation
Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #Business Process Modeling and Analysis #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Semantic Web and Ontologies #Social and Information Networks (cs.SI) #Spectral Theory (math.SP)
- Multi-Scale Zero-Order Optimization of Smooth Functions in an RKHS
2020/05/11 by Shubhanshu Shekhar, Shekhar, Shubhanshu, Tara Javidi +1 · 1 citation
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms