Tara Javidi

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 119

Top Venues

CoRR

ISIT

Allerton

IEEE Trans. Inf. Theory

Publications

Mahdi Soleymani, Tara Javidi
A Non-Adaptive Algorithm for the Quantitative Group Testing Problem. COLT (2024)
Xinran Zheng, Tara Javidi, Behrouz Touri
A General Framework for Approximate and Delayed Gradient Descent for Decomposable Cost Functions. IEEE Control. Syst. Lett. 8 (2024)
Guilherme Ferraz de Arruda, Wan He, Nasimeh Heydaribeni, Tara Javidi, Yamir Moreno, Tina Eliassi-Rad
Assigning Entities to Teams as a Hypergraph Discovery Problem. CoRR (2024)
Chi-Shiang Gau, Tara Javidi
Beam Alignment via Phase Matching. WCNC (2024)
Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran, Tara Javidi, Arya Mazumdar
Competing Bandits in Non-Stationary Matching Markets. IEEE Trans. Inf. Theory 70 (4) (2024)
Greg Fields, Tara Javidi
Sequential Hypothesis Testing for Markov Chains. ISIT (2023)
Nasimeh Heydaribeni, Ruisi Zhang, Tara Javidi, Cristina Nita-Rotaru, Farinaz Koushanfar
SABRE: Robust Bayesian Peer-to-Peer Federated Learning. CoRR (2023)
Vyacheslav Kungurtsev, Mahdi Morafah, Tara Javidi, Gesualdo Scutari
Decentralized Asynchronous Nonconvex Stochastic Optimization on Directed Graphs. IEEE Trans. Control. Netw. Syst. 10 (4) (2023)
Vyacheslav Kungurtsev, Adam D. Cobb, Tara Javidi, Brian Jalaian
Decentralized Bayesian learning with Metropolis-adjusted Hamiltonian Monte Carlo. Mach. Learn. 112 (8) (2023)
Xinran Zheng, Tara Javidi, Behrouz Touri
Zeroth-Order Non-Convex Optimization for Cooperative Multi-Agent Systems With Diminishing Step Size and Smoothing Radius. IEEE Control. Syst. Lett. 7 (2023)
Mahdi Soleymani, Hessam Mahdavifar, Tara Javidi
Non-adaptive Quantitative Group Testing via Plotkin-Type Constructions. ISIT (2023)
Madison Lee, Osama S. Haddadin, Tara Javidi
FFT-Based Approximations for Black-Box Optimization. SSP (2023)
Deniz Gündüz, Victoria Kostina, Petar Popovski, Yin Sun, Aylin Yener, Sennur Ulukus, Tara Javidi
Guest Editorial Special Issue on the Role of Freshness and Semantic Measures in the Transmission of Information for Next-Generation Networks. IEEE J. Sel. Areas Inf. Theory 4 (2023)
Xinghan Wang, Nasimeh Heydaribeni, Farinaz Koushanfar, Tara Javidi
Federated Certainty Equivalence Control for Linear Gaussian Systems with Unknown Decoupled Dynamics and Quadratic Common Cost. Allerton (2023)
Nancy Ronquillo, Chi-Shiang Gau, Tara Javidi
Integrated Beam Tracking and Communication for (Sub-)mmWave Links With Stochastic Mobility. IEEE J. Sel. Areas Inf. Theory 4 (2023)
Juan Elenter, Navid Naderializadeh, Tara Javidi, Alejandro Ribeiro
Primal-Dual Continual Learning: Stability and Plasticity through Lagrange Multipliers. CoRR (2023)
Shubhanshu Shekhar, Tara Javidi
Instance Dependent Regret Analysis of Kernelized Bandits. ICML (2022)
Madison Lee, Shubhanshu Shekhar, Tara Javidi
Multi-Scale Zero-Order Optimization of Smooth Functions in an RKHS. ISIT (2022)
Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran, Tara Javidi, Arya Mazumdar
Decentralized Competing Bandits in Non-Stationary Matching Markets. CoRR (2022)
Xinghan Wang, Anusha Lalitha, Tara Javidi, Farinaz Koushanfar
Peer-to-Peer Variational Federated Learning Over Arbitrary Graphs. IEEE J. Sel. Areas Inf. Theory 3 (2) (2022)
Mohammad Ali Maddah-Ali, Salman Avestimehr, Ravi Tandon, Changho Suh, Ayfer Özgür, Chao Tian, Tara Javidi, Giuseppe Caire
Guest Editorial. IEEE J. Sel. Areas Inf. Theory 3 (2) (2022)
Shubhanshu Shekhar, Tara Javidi
Instance-Dependent Regret Analysis of Kernelized Bandits. CoRR (2022)
Shubhanshu Shekhar, Mohammad Ghavamzadeh, Tara Javidi
Adaptive Sampling for Minimax Fair Classification. CoRR (2021)
Sattar Vakili, Jonathan Scarlett, Tara Javidi
Open Problem: Tight Online Confidence Intervals for RKHS Elements. CoRR (2021)
Sung-En Chiu, Tara Javidi
Low Complexity Sequential Search With Size-Dependent Measurement Noise. IEEE Trans. Inf. Theory 67 (9) (2021)
Jianyu Wang, Zachary Charles, Zheng Xu, Gauri Joshi, H. Brendan McMahan, Blaise Agüera y Arcas, Maruan Al-Shedivat, Galen Andrew, Salman Avestimehr, Katharine Daly, Deepesh Data, Suhas N. Diggavi, Hubert Eichner, Advait Gadhikar, Zachary Garrett, Antonious M. Girgis, Filip Hanzely, Andrew Hard, Chaoyang He, Samuel Horvath, Zhouyuan Huo, Alex Ingerman, Martin Jaggi, Tara Javidi, Peter Kairouz, Satyen Kale, Sai Praneeth Karimireddy, Jakub Konecný, Sanmi Koyejo, Tian Li, Luyang Liu, Mehryar Mohri, Hang Qi, Sashank J. Reddi, Peter Richtárik, Karan Singhal, Virginia Smith, Mahdi Soltanolkotabi, Weikang Song, Ananda Theertha Suresh, Sebastian U. Stich, Ameet Talwalkar, Hongyi Wang, Blake E. Woodworth, Shanshan Wu, Felix X. Yu, Honglin Yuan, Manzil Zaheer, Mi Zhang, Tong Zhang, Chunxiang Zheng, Chen Zhu, Wennan Zhu
A Field Guide to Federated Optimization. CoRR (2021)
Dhruva Kartik, Neeraj Sood, Urbashi Mitra, Tara Javidi
Adaptive Sampling for Estimating Distributions: A Bayesian Upper Confidence Bound Approach. L4DC (2021)
Mojan Javaheripi, Mohammad Samragh, Bita Darvish Rouhani, Tara Javidi, Farinaz Koushanfar
Hardware/Algorithm Codesign for Adversarially Robust Deep Learning. IEEE Des. Test 38 (3) (2021)
Sattar Vakili, Jonathan Scarlett, Tara Javidi
Open Problem: Tight Online Confidence Intervals for RKHS Elements. COLT (2021)
Nancy Ronquillo, Tara Javidi
Active Beam Tracking Under Stochastic Mobility. ICC (2021)
Gregory Fields, Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar, Tara Javidi
Trojan Signatures in DNN Weights. CoRR (2021)
Mojan Javaheripi, Mohammad Samragh, Bita Darvish Rouhani, Tara Javidi, Farinaz Koushanfar
CuRTAIL: ChaRacterizing and Thwarting AdversarIal Deep Learning. IEEE Trans. Dependable Secur. Comput. 18 (2) (2021)
Nancy Ronquillo, Tara Javidi
Active and Dynamic Beam Tracking UnderStochastic Mobility. CoRR (2021)
Xinghan Wang, Gregory Fields, Tara Javidi
Contextual Shortest Path with Unknown Context Distributions. ACSCC (2021)
Shubhanshu Shekhar, Tara Javidi
Significance of Gradient Information in Bayesian Optimization. AISTATS (2021)
Shubhanshu Shekhar, Greg Fields, Mohammad Ghavamzadeh, Tara Javidi
Adaptive Sampling for Minimax Fair Classification. NeurIPS (2021)
Gregory Fields, Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar, Tara Javidi
Trojan Signatures in DNN Weights. ICCVW (2021)
Vyacheslav Kungurtsev, Adam D. Cobb, Tara Javidi, Brian Jalaian
Decentralized Bayesian Learning with Metropolis-Adjusted Hamiltonian Monte Carlo. CoRR (2021)
Shubhanshu Shekhar, Mohammad Ghavamzadeh, Tara Javidi
Active Learning for Classification With Abstention. IEEE J. Sel. Areas Inf. Theory 2 (2) (2021)
Chang-Heng Wang, Siva Theja Maguluri, Tara Javidi
Heavy traffic queue length scaling in switches with reconfiguration delay. Queueing Syst. Theory Appl. 98 (1-2) (2021)
Mohammad Javad Khojasteh, Anatoly Khina, Massimo Franceschetti, Tara Javidi
Learning-Based Attacks in Cyber-Physical Systems. IEEE Trans. Control. Netw. Syst. 8 (1) (2021)
Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Hubert Eichner, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Hang Qi, Daniel Ramage, Ramesh Raskar, Mariana Raykova, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao
Advances and Open Problems in Federated Learning. Found. Trends Mach. Learn. 14 (1-2) (2021)
Shubhanshu Shekhar, Mohammad Ghavamzadeh, Tara Javidi
Active Learning for Classification with Abstention. ISIT (2020)
Nancy Ronquillo, Tara Javidi
Measurement Dependent Noisy Search with Stochastic Coefficients. ISIT (2020)
Shubhanshu Shekhar, Tara Javidi
Multi-Scale Zero-Order Optimization of Smooth Functions in an RKHS. CoRR (2020)
Anusha Lalitha, Tara Javidi
On Error Exponents of Almost-Fixed-Length Channel Codes and Hypothesis Tests. CoRR (2020)
Mojan Javaheripi, Mohammad Samragh, Gregory Fields, Tara Javidi, Farinaz Koushanfar
CLEANN: Accelerated Trojan Shield for Embedded Neural Networks. CoRR (2020)
Sung-En Chiu, Tara Javidi
Low Complexity Sequential Search with Measurement Dependent Noise. CoRR (2020)
Shubhanshu Shekhar, Tara Javidi, Mohammad Ghavamzadeh
Adaptive Sampling for Estimating Probability Distributions. ICML (2020)
Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
GeneCAI: genetic evolution for acquiring compact AI. GECCO (2020)
Dhruva Kartik, Neeraj Sood, Urbashi Mitra, Tara Javidi
Adaptive Sampling for Estimating Distributions: A Bayesian Upper Confidence Bound Approach. CoRR (2020)
Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
AdaNS: Adaptive Non-Uniform Sampling for Automated Design of Compact DNNs. IEEE J. Sel. Top. Signal Process. 14 (4) (2020)
Mojan Javaheripi, Mohammad Samragh, Gregory Fields, Tara Javidi, Farinaz Koushanfar
CleaNN: Accelerated Trojan Shield for Embedded Neural Networks. ICCAD (2020)
Anusha Lalitha, Anatoly Khina, Tara Javidi
Causal Posterior Matching and its Applications. CoRR (2020)
Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
GeneCAI: Genetic Evolution for Acquiring Compact AI. CoRR (2020)
Mojan Javaheripi, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
ASCAI: Adaptive Sampling for acquiring Compact AI. CoRR (2019)
Shubhanshu Shekhar, Tara Javidi
Multiscale Gaussian Process Level Set Estimation. AISTATS (2019)
Nancy Ronquillo, Sung-En Chiu, Tara Javidi
Sequential Learning of CSI for MmWave Initial Alignment. ACSSC (2019)
Shubhanshu Shekhar, Mohammad Ghavamzadeh, Tara Javidi
Binary Classification with Bounded Abstention Rate. CoRR (2019)
Bita Darvish Rouhani, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar
Safe Machine Learning and Defeating Adversarial Attacks. IEEE Secur. Priv. 17 (2) (2019)
Yongxi Lu, Ziyao Tang, Tara Javidi
Implicit Label Augmentation on Partially Annotated Clips via Temporally-Adaptive Features Learning. CoRR (2019)
Anusha Lalitha, Anatoly Khina, Tara Javidi, Victoria Kostina
Real-time Binary Posterior Matching. ISIT (2019)
Yue Meng, Yongxi Lu, Aman Raj, Samuel Sunarjo, Rui Guo, Tara Javidi, Gaurav Bansal, Dinesh Bharadia
SIGNet: Semantic Instance Aided Unsupervised 3D Geometry Perception. CVPR (2019)
Shubhanshu Shekhar, Mohammad Ghavamzadeh, Tara Javidi
Active Learning for Binary Classification with Abstention. CoRR (2019)
Sung-En Chiu, Nancy Ronquillo, Tara Javidi
Active Learning and CSI Acquisition for mmWave Initial Alignment. IEEE J. Sel. Areas Commun. 37 (11) (2019)
Nancy Ronquillo, Sung-En Chiu, Tara Javidi
Sequential Learning of CSI for MmWave Initial Alignment. CoRR (2019)
Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista A. Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaïd Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konecný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Mariana Raykova, Hang Qi, Daniel Ramage, Ramesh Raskar, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao
Advances and Open Problems in Federated Learning. CoRR (2019)
Anusha Lalitha, Osman Cihan Kilinc, Tara Javidi, Farinaz Koushanfar
Peer-to-peer Federated Learning on Graphs. CoRR (2019)
Anusha Lalitha, Xinghan Wang, Osman Cihan Kilinc, Yongxi Lu, Tara Javidi, Farinaz Koushanfar
Decentralized Bayesian Learning over Graphs. CoRR (2019)
Chang-Heng Wang, Jaime Llorca, Antonia Maria Tulino, Tara Javidi
Dynamic Cloud Network Control Under Reconfiguration Delay and Cost. IEEE/ACM Trans. Netw. 27 (2) (2019)
Shubhanshu Shekhar, Mohammad Ghavamzadeh, Tara Javidi
Adaptive Sampling for Estimating Multiple Probability Distributions. CoRR (2019)
Songbai Yan, Kamalika Chaudhuri, Tara Javidi
The Label Complexity of Active Learning from Observational Data. CoRR (2019)
Shubhanshu Shekhar, Tara Javidi
Multiscale Gaussian Process Level Set Estimation. CoRR (2019)
Giorgio Quer, Tugcan Aktas, Federico Librino, Tara Javidi, Ramesh R. Rao
A Wireless Vehicle-based mobile network infrastructure designed for smarter cities. Ad Hoc Networks 85 (2019)
Songbai Yan, Kamalika Chaudhuri, Tara Javidi
The Label Complexity of Active Learning from Observational Data. NeurIPS (2019)
Sung-En Chiu, Nancy Ronquillo, Tara Javidi
Active Learning and CSI acquisition for mmWave Initial Alignment. CoRR (2018)
Songbai Yan, Kamalika Chaudhuri, Tara Javidi
Active Learning with Logged Data. ICML (2018)
Weijia Wang, Chang-Heng Wang, Tara Javidi
Reliable Shortest Path Routing with Applications to Wireless Software-Defined Networking. GLOBECOM (2018)
Songbai Yan, Kamalika Chaudhuri, Tara Javidi
Active Learning with Logged Data. CoRR (2018)
Bita Darvish Rouhani, Mohammad Samragh, Mojan Javaheripi, Tara Javidi, Farinaz Koushanfar
Assured deep learning: practical defense against adversarial attacks. ICCAD (2018)
Chang-Heng Wang, Jaime Llorca, Antonia Maria Tulino, Tara Javidi
Dynamic Cloud Network Control under Reconfiguration Delay and Cost. CoRR (2018)
Yonatan Kaspi, Ofer Shayevitz, Tara Javidi
Searching With Measurement Dependent Noise. IEEE Trans. Inf. Theory 64 (4) (2018)
Sung-En Chiu, Anusha Lalitha, Tara Javidi
Bit-wise Sequential Coding with Feedback. ISIT (2018)
Ziyao Tang, Yongxi Lu, Tara Javidi
Efficient Video Understanding via Layered Multi Frame-Rate Analysis. CoRR (2018)
Anusha Lalitha, Tara Javidi, Anand D. Sarwate
Social Learning and Distributed Hypothesis Testing. IEEE Trans. Inf. Theory 64 (9) (2018)
Mohammad Javad Khojasteh, Anatoly Khina, Massimo Franceschetti, Tara Javidi
Authentication of cyber-physical systems under learning-based attacks. CoRR (2018)
Yue Meng, Yongxi Lu, Aman Raj, Samuel Sunarjo, Rui Guo, Tara Javidi, Gaurav Bansal, Dinesh Bharadia
SIGNet: Semantic Instance Aided Unsupervised 3D Geometry Perception. CoRR (2018)
Anusha Lalitha, Nancy Ronquillo, Tara Javidi
Improved Target Acquisition Rates With Feedback Codes. IEEE J. Sel. Top. Signal Process. 12 (5) (2018)
Yongxi Lu, Zeyangyi Wang, Ziyao Tang, Tara Javidi
Target Localization with Drones using Mobile CNNs. IROS (2018)
Bita Darvish Rouhani, Mohammad Samragh, Mojan Javaheripi, Tara Javidi, Farinaz Koushanfar
DeepFense: online accelerated defense against adversarial deep learning. ICCAD (2018)
Anusha Lalitha, Nancy Ronquillo, Tara Javidi
Measurement dependent noisy search: The Gaussian case. ISIT (2017)
Mahnoosh Alizadeh, Hoi-To Wai, Mainak Chowdhury, Andrea Goldsmith, Anna Scaglione, Tara Javidi
Optimal Pricing to Manage Electric Vehicles in Coupled Power and Transportation Networks. IEEE Trans. Control. Netw. Syst. 4 (4) (2017)
Chang-Heng Wang, Siva Theja Maguluri, Tara Javidi
Heavy traffic queue length behavior in switches with reconfiguration delay. INFOCOM (2017)
Shubhanshu Shekhar, Tara Javidi
Bayesian function optimization with adaptive discretization. Allerton (2017)
Anusha Lalitha, Nancy Ronquillo, Tara Javidi
Improved Target Acquisition Rates with Feedback Codes. CoRR (2017)
Chang-Heng Wang, Tara Javidi
Adaptive Policies for Scheduling With Reconfiguration Delay: An End-to-End Solution for All-Optical Data Centers. IEEE/ACM Trans. Netw. 25 (3) (2017)
Milind Rao, Tara Javidi, Yonina C. Eldar, Andrea J. Goldsmith
Estimation in autoregressive processes with partial observations. ICASSP (2017)
Shubhanshu Shekhar, Tara Javidi
Gaussian Process bandits with adaptive discretization. CoRR (2017)
Milind Rao, Tara Javidi, Yonina C. Eldar, Andrea Goldsmith
Fundamental estimation limits in autoregressive processes with compressive measurements. ISIT (2017)
Yongxi Lu, Abhishek Kumar, Shuangfei Zhai, Yu Cheng, Tara Javidi, Rogério Schmidt Feris
Fully-Adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification. CVPR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tara Javidi