Baturalp Buyukates

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 47

Top Topics

Distributed Computation

Anomaly Detection

Scalability Issues

Community Structure

Top Venues

IEEE J. Sel. Areas Inf. Theory

IEEE Trans. Commun.

Publications

Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr
MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs. ACL (1) (2024)
Duygu Nur Yaldiz, Yavuz Faruk Bakman, Baturalp Buyukates, Chenyang Tao, Anil Ramakrishna, Dimitrios Dimitriadis, Salman Avestimehr
Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs. CoRR (2024)
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
FedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs. KDD (2024)
Baturalp Buyukates, Jinhyun So, Hessam Mahdavifar, Salman Avestimehr
LightVeriFL: A Lightweight and Verifiable Secure Aggregation for Federated Learning. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Baturalp Buyukates, Jinhyun So, Hessam Mahdavifar, Salman Avestimehr
Erratum to "LightVeriFL: A Lightweight and Verifiable Secure Aggregation for Federated Learning". IEEE J. Sel. Areas Inf. Theory 5 (2024)
Yavuz Faruk Bakman, Duygu Nur Yaldiz, Baturalp Buyukates, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr
MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs. CoRR (2024)
Mengwei Yang, Ismat Jarin, Baturalp Buyukates, Salman Avestimehr, Athina Markopoulou
Maverick-Aware Shapley Valuation for Client Selection in Federated Learning. CoRR (2024)
Baturalp Buyukates, Chaoyang He, Shanshan Han, Zhiyong Fang, Yupeng Zhang, Jieyi Long, Ali Farahanchi, Salman Avestimehr
Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain. CoRR (2023)
Baturalp Buyukates, Emre Ozfatura, Sennur Ulukus, Deniz Gündüz
Gradient Coding With Dynamic Clustering for Straggler-Tolerant Distributed Learning. IEEE Trans. Commun. 71 (6) (2023)
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
FedMLSecurity: A Benchmark for Attacks and Defenses in Federated Learning and LLMs. CoRR (2023)
Baturalp Buyukates, Chaoyang He, Shanshan Han, Zhiyong Fang, Yupeng Zhang, Jieyi Long, Ali Farahanchi, Salman Avestimehr
Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain. DAPPS (2023)
Shanshan Han, Wenxuan Wu, Baturalp Buyukates, Weizhao Jin, Yuhang Yao, Qifan Zhang, Salman Avestimehr, Chaoyang He
Kick Bad Guys Out! Zero-Knowledge-Proof-Based Anomaly Detection in Federated Learning. CoRR (2023)
Baturalp Buyukates, Melih Bastopcu, Sennur Ulukus
Version Age of Information in Clustered Gossip Networks. IEEE J. Sel. Areas Inf. Theory 3 (1) (2022)
Songze Li, Sizai Hou, Baturalp Buyukates, Salman Avestimehr
Secure Federated Clustering. CoRR (2022)
Songze Li, Sizai Hou, Baturalp Buyukates, Salman Avestimehr
Secure Federated Clustering. IACR Cryptol. ePrint Arch. 2022 (2022)
Baturalp Buyukates, Emre Ozfatura, Sennur Ulukus, Deniz Gündüz
Gradient Coding with Dynamic Clustering for Straggler-Tolerant Distributed Learning. CoRR (2021)
Baturalp Buyukates, Melih Bastopcu, Sennur Ulukus
Age of Gossip in Networks with Community Structure. CoRR (2021)
Baturalp Buyukates, Melih Bastopcu, Sennur Ulukus
Age of Gossip in Networks with Community Structure. SPAWC (2021)
Melih Bastopcu, Baturalp Buyukates, Sennur Ulukus
Gossiping with Binary Freshness Metric. GLOBECOM (Workshops) (2021)
Melih Bastopcu, Baturalp Buyukates, Sennur Ulukus
Gossiping with Binary Freshness Metric. CoRR (2021)
Baturalp Buyukates, Sennur Ulukus
Timely Communication in Federated Learning. INFOCOM Workshops (2021)
Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
Scaling Laws for Age of Information in Wireless Networks. IEEE Trans. Wirel. Commun. 20 (4) (2021)
Baturalp Buyukates, Emre Ozfatura, Sennur Ulukus, Deniz Gündüz
Gradient Coding with Dynamic Clustering for Straggler Mitigation. ICC (2021)
Melih Bastopcu, Baturalp Buyukates, Sennur Ulukus
Selective Encoding Policies for Maximizing Information Freshness. IEEE Trans. Commun. 69 (9) (2021)
Baturalp Buyukates, Melih Bastopcu, Sennur Ulukus
Version Age of Information in Clustered Gossip Networks. CoRR (2021)
Baturalp Buyukates, Emre Ozfatura, Sennur Ulukus, Deniz Gündüz
Gradient Coding with Dynamic Clustering for Straggler Mitigation. CoRR (2020)
Baturalp Buyukates, Sennur Ulukus
Timely Updates in Distributed Computation Systems with Stragglers. ACSSC (2020)
Baturalp Buyukates, Sennur Ulukus
Age of Information with Gilbert-Elliot Servers and Samplers. CISS (2020)
Baturalp Buyukates, Sennur Ulukus
Age of Information with Gilbert-Elliot Servers and Samplers. CoRR (2020)
Baturalp Buyukates, Sennur Ulukus
Timely Distributed Computation With Stragglers. IEEE Trans. Commun. 68 (9) (2020)
Emre Ozfatura, Baturalp Buyukates, Deniz Gündüz, Sennur Ulukus
Age-Based Coded Computation for Bias Reduction in Distributed Learning. GLOBECOM (2020)
Melih Bastopcu, Baturalp Buyukates, Sennur Ulukus
Optimal Selective Encoding for Timely Updates. CISS (2020)
Baturalp Buyukates, Sennur Ulukus
Timely Communication in Federated Learning. CoRR (2020)
Melih Bastopcu, Baturalp Buyukates, Sennur Ulukus
Selective Encoding Policies for Maximizing Information Freshness. CoRR (2020)
Melih Bastopcu, Baturalp Buyukates, Sennur Ulukus
Optimal Selective Encoding for Timely Updates. CoRR (2020)
Emre Ozfatura, Baturalp Buyukates, Deniz Gündüz, Sennur Ulukus
Age-Based Coded Computation for Bias Reduction in Distributed Learning. CoRR (2020)
Baturalp Buyukates, Melih Bastopcu, Sennur Ulukus
Optimal Selective Encoding for Timely Updates with Empty Symbol. ISIT (2020)
Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
Age of Information Scaling in Large Networks with Hierarchical Cooperation. GLOBECOM (2019)
Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
Age of Information in Multicast Networks with Multiple Update Streams. ACSSC (2019)
Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
Age of Information Scaling in Large Networks with Hierarchical Cooperation. CoRR (2019)
Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
Age of Information in Multicast Networks with Multiple Update Streams. CoRR (2019)
Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
Age of Information Scaling in Large Networks. ICC (2019)
Baturalp Buyukates, Sennur Ulukus
Timely Distributed Computation with Stragglers. CoRR (2019)
Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
Age of information in multihop multicast networks. J. Commun. Networks 21 (3) (2019)
Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
Age of Information in Two-Hop Multicast Networks. ACSSC (2018)
Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
Age of Information in Multihop Multicast Networks. CoRR (2018)
Baturalp Buyukates, Alkan Soysal, Sennur Ulukus
Age of Information Scaling in Large Networks. CoRR (2018)