Baturalp Buyukates

According to our database, Baturalp Buyukates authored at least 32 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Erratum to "LightVeriFL: A Lightweight and Verifiable Secure Aggregation for Federated Learning".

Baturalp Buyukates, Jinhyun So, Hessam Mahdavifar, Salman Avestimehr

IEEE J. Sel. Areas Inf. Theory, 2024

LightVeriFL: A Lightweight and Verifiable Secure Aggregation for Federated Learning.

Baturalp Buyukates, Jinhyun So, Hessam Mahdavifar, Salman Avestimehr

IEEE J. Sel. Areas Inf. Theory, 2024

Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs.

Duygu Nur Yaldiz, Yavuz Faruk Bakman, Baturalp Buyukates, Chenyang Tao, Anil Ramakrishna, Dimitrios Dimitriadis, Salman Avestimehr

CoRR, 2024

Maverick-Aware Shapley Valuation for Client Selection in Federated Learning.

Mengwei Yang, Ismat Jarin, Baturalp Buyukates, Salman Avestimehr, Athina Markopoulou

CoRR, 2024

FedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs.

Shanshan Han, Baturalp Buyukates, Zijian Hu, Han Jin, Weizhao Jin, Lichao Sun, Xiaoyang Wang, Wenxuan Wu, Chulin Xie, Yuhang Yao, Kai Zhang, Qifan Zhang, Yuhui Zhang, Carlee Joe-Wong, Salman Avestimehr, Chaoyang He

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Frequency Domain Diffusion Model with Scale-Dependent Noise Schedule.

Amir Ziashahabi, Baturalp Buyukates, Artan Sheshmani, Yi-Zhuang You, Salman Avestimehr

Proceedings of the IEEE International Symposium on Information Theory, 2024

Predicting Uncertainty of Generative LLMs with MARS: Meaning-Aware Response Scoring.

Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Salman Avestimehr, Chenyang Tao, Dimitrios Dimitriadis

Proceedings of the IEEE International Symposium on Information Theory, 2024

MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs.

Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Gradient Coding With Dynamic Clustering for Straggler-Tolerant Distributed Learning.

Baturalp Buyukates, Emre Ozfatura, Sennur Ulukus, Deniz Gündüz

IEEE Trans. Commun., 2023

Kick Bad Guys Out! Zero-Knowledge-Proof-Based Anomaly Detection in Federated Learning.

Shanshan Han, Wenxuan Wu, Baturalp Buyukates, Weizhao Jin, Yuhang Yao, Qifan Zhang, Salman Avestimehr, Chaoyang He

CoRR, 2023

FedMLSecurity: A Benchmark for Attacks and Defenses in Federated Learning and LLMs.

Shanshan Han, Baturalp Buyukates, Zijian Hu, Han Jin, Weizhao Jin, Lichao Sun, Xiaoyang Wang, Chulin Xie, Kai Zhang, Qifan Zhang, Yuhui Zhang, Chaoyang He, Salman Avestimehr

CoRR, 2023

Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain.

Baturalp Buyukates, Chaoyang He, Shanshan Han, Zhiyong Fang, Yupeng Zhang, Jieyi Long, Ali Farahanchi, Salman Avestimehr

Proceedings of the IEEE International Conference on Decentralized Applications and Infrastructures, 2023

2022

Version Age of Information in Clustered Gossip Networks.

Baturalp Buyukates, Melih Bastopcu, Sennur Ulukus

IEEE J. Sel. Areas Inf. Theory, 2022

Secure Federated Clustering.

Songze Li, Sizai Hou, Baturalp Buyukates, Salman Avestimehr

IACR Cryptol. ePrint Arch., 2022

2021

Age of Information in Large Networks, Distributed Computation and Learning.

Baturalp Buyukates

PhD thesis, 2021

Scaling Laws for Age of Information in Wireless Networks.

Baturalp Buyukates, Alkan Soysal, Sennur Ulukus

IEEE Trans. Wirel. Commun., 2021

Selective Encoding Policies for Maximizing Information Freshness.

Melih Bastopcu, Baturalp Buyukates, Sennur Ulukus

IEEE Trans. Commun., 2021

Age of Gossip in Networks with Community Structure.

Baturalp Buyukates, Melih Bastopcu, Sennur Ulukus

Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Timely Communication in Federated Learning.

Baturalp Buyukates, Sennur Ulukus

Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

Gradient Coding with Dynamic Clustering for Straggler Mitigation.

Baturalp Buyukates, Emre Ozfatura, Sennur Ulukus, Deniz Gündüz

Proceedings of the ICC 2021, 2021

Gossiping with Binary Freshness Metric.

Melih Bastopcu, Baturalp Buyukates, Sennur Ulukus

Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

2020

Timely Distributed Computation With Stragglers.

Baturalp Buyukates, Sennur Ulukus

IEEE Trans. Commun., 2020

Optimal Selective Encoding for Timely Updates with Empty Symbol.

Baturalp Buyukates, Melih Bastopcu, Sennur Ulukus

Proceedings of the IEEE International Symposium on Information Theory, 2020

Age-Based Coded Computation for Bias Reduction in Distributed Learning.

Emre Ozfatura, Baturalp Buyukates, Deniz Gündüz, Sennur Ulukus

Proceedings of the IEEE Global Communications Conference, 2020

Age of Information with Gilbert-Elliot Servers and Samplers.

Baturalp Buyukates, Sennur Ulukus

Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

Optimal Selective Encoding for Timely Updates.

Melih Bastopcu, Baturalp Buyukates, Sennur Ulukus

Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

Timely Updates in Distributed Computation Systems with Stragglers.

Baturalp Buyukates, Sennur Ulukus

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Age of information in multihop multicast networks.

Baturalp Buyukates, Alkan Soysal, Sennur Ulukus

J. Commun. Networks, 2019

Age of Information Scaling in Large Networks.

Baturalp Buyukates, Alkan Soysal, Sennur Ulukus

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Age of Information Scaling in Large Networks with Hierarchical Cooperation.

Baturalp Buyukates, Alkan Soysal, Sennur Ulukus

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Age of Information in Multicast Networks with Multiple Update Streams.

Baturalp Buyukates, Alkan Soysal, Sennur Ulukus

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Age of Information in Two-Hop Multicast Networks.

Baturalp Buyukates, Alkan Soysal, Sennur Ulukus

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018