Vikalo, Haris

11 publications

AAAI 2024 Fed-QSSL: A Framework for Personalized Federated Learning Under Bitwidth and Data Heterogeneity Yiyue Chen, Haris Vikalo, Chianing Wang

NeurIPS 2024 Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning Huancheng Chen, Haris Vikalo

CVPR 2024 Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices Huancheng Chen, Haris Vikalo

ICML 2024 Recovering Labels from Local Updates in Federated Learning Huancheng Chen, Haris Vikalo

CVPRW 2023 Federated Learning in Non-IID Settings Aided by Differentially Private Synthetic Data Huancheng Chen, Haris Vikalo

ICLR 2023 The Best of Both Worlds: Accurate Global and Personalized Models Through Federated Learning with Data-Free Hyper-Knowledge Distillation Huancheng Chen, Chianing Wang, Haris Vikalo

AAAI 2022 Federated Dynamic Sparse Training: Computing Less, Communicating Less, yet Learning Better Sameer Bibikar, Haris Vikalo, Zhangyang Wang, Xiaohan Chen

UAI 2021 No-Regret Learning with High-Probability in Adversarial Markov Decision Processes Mahsa Ghasemi, Abolfazl Hashemi, Haris Vikalo, Ufuk Topcu

NeurIPS 2020 A Convolutional Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction Ziqi Ke, Haris Vikalo

AAAI 2020 A Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction Ziqi Ke, Haris Vikalo

ICML 2019 Submodular Observation Selection and Information Gathering for Quadratic Models Abolfazl Hashemi, Mahsa Ghasemi, Haris Vikalo, Ufuk Topcu