Haris Vikalo
10 papers · 2019–2024 · 6 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (6) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (7)
🏃
Academic Marathon
(5)
🐝
Cross-Pollinator
(13)
🌈
Renaissance Researcher
(7)
🏆
Grand Slam
💎
Century Club
(10)
🔥
Unstoppable
(6)
Conferences
AAAI (3)
ICML (2)
NIPS (2)
CVPR (1)
ICLR (1)
UAI (1)
Top co-authors
Keywords
federated learning
(4)
data heterogeneity
(2)
haplotype assembly
(2)
communication efficiency
(2)
model compression
(2)
non-iid datum
(2)
viral quasispecies
(2)
self-supervised learning
(1)
bandit feedback
(1)
sequential decision making
(1)
quadratic models
(1)
non-iid learning
(1)
posterior probability
(1)
relative entropy policy search
(1)
variational inference
(1)
convergence rate
(1)
model aggregation
(1)
greedy algorithm
(1)
client sampling
(1)
no-regret learning
(1)
Papers
Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning
NIPS 2024
Recovering Labels from Local Updates in Federated Learning
ICML 2024
Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity
AAAI 2024
Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices
CVPR 2024
The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation
ICLR 2023
Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better
AAAI 2022
No-regret learning with high-probability in adversarial Markov decision processes
UAI 2021
A Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction
AAAI 2020
A Convolutional Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction
NIPS 2020
Submodular Observation Selection and Information Gathering for Quadratic Models
ICML 2019