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Kar, Soummya
229  Ergebnisse:
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1

Clustered Control of Transition-Independent MDPs:

Fiscko, Carmel ; Kar, Soummya ; Sinopoli, Bruno
IEEE Transactions on Control of Network Systems.  , 2024
Link: https://doi.org/10.1109/..
 
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2

Nonlinear Consensus+Innovations under Correlated Heavy-Tail..:

Vukovic, Manojlo ; Jakovetic, Dusan ; Bajovic, Dragana.
SIAM Journal on Control and Optimization.  62 (2024)  1 - p. 376-399 , 2024
Link: https://doi.org/10.1137/..
 
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3

A One-Shot Framework for Distributed Clustered Learning in ..:

Armacki, Aleksandar ; Bajović, Dragana ; Jakovetić, Dušan.
IEEE Transactions on Signal Processing.  72 (2024)  - p. 636-651 , 2024
Link: https://doi.org/10.1109/..
 
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4

Distributed Recursive Estimation under Heavy-Tail Communica..:

Jakovetic, Dusan ; Vukovic, Manojlo ; Bajovic, Dragana..
SIAM Journal on Control and Optimization.  61 (2023)  3 - p. 1582-1609 , 2023
Link: https://doi.org/10.1137/..
 
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5

Large Deviations for Products of Non-Identically Distribute..:

Petrović, Nemanja ; Bajović, Dragana ; Kar, Soummya..
IEEE Transactions on Signal Processing.  71 (2023)  - p. 1319-1333 , 2023
Link: https://doi.org/10.1109/..
 
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6

Networked Signal and Information Processing: Learning by mu..:

Vlaski, Stefan ; Kar, Soummya ; Sayed, Ali H..
IEEE Signal Processing Magazine.  40 (2023)  5 - p. 92-105 , 2023
Link: https://doi.org/10.1109/..
 
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7

Variance Reduced Stochastic Optimization Over Directed Grap..:

, In: 2023 57th Asilomar Conference on Signals, Systems, and Computers,
Qureshi, Muhammad I. ; Xin, Ran ; Kar, Soummya. - p. 1595-1599 , 2023
Link: https://doi.org/10.1109/..
 
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8

Secure Distributed Optimization Under Gradient Attacks:

Yu, Shuhua ; Kar, Soummya
IEEE Transactions on Signal Processing.  71 (2023)  - p. 1802-1816 , 2023
Link: https://doi.org/10.1109/..
 
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9

Maximizing Reachability in Factored MDPs via Near-Optimal C..:

, In: 2023 62nd IEEE Conference on Decision and Control (CDC),
Fiscko, Carmel ; Kar, Soummya ; Sinopoli, Bruno - p. 7970-7975 , 2023
Link: https://doi.org/10.1109/..
 
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10

Mean-Field Approximations for Stochastic Population Process..:

Sridhar, Anirudh ; Kar, Soummya
SIAM Journal on Control and Optimization.  61 (2023)  6 - p. 3442-3466 , 2023
Link: https://doi.org/10.1137/..
 
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11

Nonlinear Gradient Mappings and Stochastic Optimization: A ..:

Jakovetić, Dus̆an ; Bajović, Dragana ; Sahu, Anit Kumar...
SIAM Journal on Optimization.  33 (2023)  2 - p. 394-423 , 2023
Link: https://doi.org/10.1137/..
 
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12

Cascading verification initiated by switching attacks throu..:

Yamashita, Koji ; Yang, Zhiyuan ; Ten, Chee‐Wooi..
IET Smart Grid.  5 (2022)  3 - p. 189-202 , 2022
Link: https://doi.org/10.1049/..
 
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13

Personalized Federated Learning via Convex Clustering:

, In: 2022 IEEE International Smart Cities Conference (ISC2),
Armacki, Aleksandar ; Bajovic, Dragana ; Jakovetic, Dusan. - p. 1-7 , 2022
Link: https://doi.org/10.1109/..
 
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14

Fast Decentralized Nonconvex Finite-Sum Optimization with R..:

Xin, Ran ; Khan, Usman A. ; Kar, Soummya
SIAM Journal on Optimization.  32 (2022)  1 - p. 1-28 , 2022
Link: https://doi.org/10.1137/..
 
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15

Numerical Comparisons of Linear Power Flow Approximations: ..:

, In: 2022 IEEE Power & Energy Society General Meeting (PESGM),
Li, Meiyi ; Du, Yuhan ; Mohammadi, Javad... - p. 1-5 , 2022
Link: https://doi.org/10.1109/..
 
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