Ozgur, Ayfer
- Fisher information under local differential privacy
2020/05/21 by Barnes, Leighton Pate, Chen, Wei-Ning, Ozgur, Ayfer · 6 citations
#FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- STAC: Simultaneous Transmitting and Air Computing in Wireless Data Center Networks
2015/08/24 by Zhang, Shengli, Wu, Xiugang, Ozgur, Ayfer · 2 citations
#FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
- rTop-k: A Statistical Estimation Approach to Distributed SGD
2020/05/21 by Barnes, Leighton Pate, Inan, Huseyin A., Isik, Berivan +1 · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Information Compression in the AI Era: Recent Advances and Future Challenges
2024/06/14 by Chen, Jun, Fang, Yong, Khisti, Ashish +3 · 4 citations
#FOS: Computer and information sciences #Information Theory (cs.IT)
- Understanding Entropic Regularization in GANs
2021/11/02 by Daria Reshetova, Reshetova, Daria, Yikun Bai +5 · 2 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Image and Signal Denoising Methods
- Information Constrained Optimal Transport: From Talagrand, to Marton, to Cover
2020/08/24 by Yikun Bai, Xiugang Wu, Bai, Yikun +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Engineering · #Diffusion and Search Dynamics #Sparse and Compressive Sensing Techniques #Wireless Communication Security Techniques
- Batched Thompson Sampling
2021/10/01 by Cem Kalkanlı, Kalkanli, Cem, Ayfer Özgür +1 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Search Problems
- Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation
2023/06/08 by Berivan Isik, Isik, Berivan, Weining Chen +7 · 1 citation
Computer Science · Engineering · Mathematics · #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Statistical Methods and Inference #Wireless Communication Security Techniques #and Cluster Computing (cs.DC)
- Privacy Amplification via Compression: Achieving the Optimal Privacy-Accuracy-Communication Trade-off in Distributed Mean Estimation
2023/04/04 by Weining Chen, Dan Song, Chen, Wei-Ning +5 · 1 citation
Computer Science · Engineering · #Cryptography and Security (cs.CR) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Wireless Communication Security Techniques
- Approximately achieving Gaussian relay network capacity with lattice\n codes
2010/05/07 by Ayfer Özgür, Ozgur, Ayfer, Suhas Diggavi +1 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Wireless Communication Technologies #Cooperative Communication and Network Coding #DNA and Biological Computing #FOS: Computer and information sciences #Information Theory (cs.IT) #Wireless Communication Security Techniques