Konstantinos Nikolakakis
Konstantinos Nikolakakis
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Learning tree structures from noisy data
KE Nikolakakis, DS Kalogerias, AD Sarwate
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
Predictive learning on hidden tree-structured Ising models
KE Nikolakakis, DS Kalogerias, AD Sarwate
Journal of Machine Learning Research 22 (59), 1-82, 2021
Beyond lipschitz: Sharp generalization and excess risk bounds for full-batch gd
KE Nikolakakis, F Haddadpour, A Karbasi, DS Kalogerias
arXiv preprint arXiv:2204.12446, 2022
Quantile multi-armed bandits: Optimal best-arm identification and a differentially private scheme
KE Nikolakakis, DS Kalogerias, O Sheffet, AD Sarwate
IEEE Journal on Selected Areas in Information Theory 2 (2), 534-548, 2021
Black-box generalization: Stability of zeroth-order learning
K Nikolakakis, F Haddadpour, D Kalogerias, A Karbasi
Advances in Neural Information Processing Systems 35, 31525-31541, 2022
Optimal Rates for Learning Hidden Tree Structures
KE Nikolakakis, DS Kalogerias, AD Sarwate, 2021
Repeated random sampling for minimizing the time-to-accuracy of learning
P Okanovic, R Waleffe, V Mageirakos, KE Nikolakakis, A Karbasi, ...
arXiv preprint arXiv:2305.18424, 2023
Select without fear: Almost all mini-batch schedules generalize optimally
KE Nikolakakis, A Karbasi, D Kalogerias
arXiv preprint arXiv:2305.02247, 2023
Federated Learning under Restricted user Availability
P Theodoropoulos, KE Nikolakakis, D Kalogerias
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
Learning Tree-Structured Models from Noisy Data
K Nikolakakis
Rutgers The State University of New Jersey, School of Graduate Studies, 2021
FEDSTR (fEdst@ r): Money-In AI-Out A Decentralized Marketplace for Federated Learning and LLM Training on the NOSTR Protocol
KE Nikolakakis, G Chantzialexiou, D Kalogerias
Supplementary Material for” Quantile Multi-Armed Bandits: Optimal Best-Arm Identification and a Differentially Private Scheme”
KE Nikolakakis, DS Kalogerias, O Sheffet, AD Sarwate
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