Ziv Goldfeld

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 81

Top Topics

Mutual Information

Gaussian Convolution

Top Venues

IEEE Trans. Inf. Theory

Publications

Sreejith Sreekumar, Ziv Goldfeld, Kengo Kato
Limit Distribution Theory for f-Divergences. IEEE Trans. Inf. Theory 70 (2) (2024)
Theshani Nuradha, Ziv Goldfeld, Mark M. Wilde
Quantum Pufferfish Privacy: A Flexible Privacy Framework for Quantum Systems. IEEE Trans. Inf. Theory 70 (8) (2024)
Haiyun He, Christina Lee Yu, Ziv Goldfeld
Information-Theoretic Generalization Bounds for Deep Neural Networks. CoRR (2024)
Sloan Nietert, Ziv Goldfeld, Soroosh Shafiee
Robust Distribution Learning with Local and Global Adversarial Corruptions (extended abstract). COLT (2024)
Dor Tsur, Ziv Aharoni, Ziv Goldfeld, Haim H. Permuter
Data-Driven Optimization of Directed Information Over Discrete Alphabets. IEEE Trans. Inf. Theory 70 (3) (2024)
Sloan Nietert, Ziv Goldfeld, Soroosh Shafiee
Robust Distribution Learning with Local and Global Adversarial Corruptions. CoRR (2024)
Dor Tsur, Ziv Aharoni, Ziv Goldfeld, Haim H. Permuter
Data-Driven Optimization of Directed Information over Discrete Alphabets. CoRR (2023)
Dor Tsur, Ziv Goldfeld, Kristjan H. Greenewald
Max-Sliced Mutual Information. CoRR (2023)
Ziv Goldfeld, Dhrumil Patel, Sreejith Sreekumar, Mark M. Wilde
Quantum Neural Estimation of Entropies. CoRR (2023)
Dor Tsur, Ziv Aharoni, Ziv Goldfeld, Haim H. Permuter
Neural Estimation and Optimization of Directed Information Over Continuous Spaces. IEEE Trans. Inf. Theory 69 (8) (2023)
Sloan Nietert, Ziv Goldfeld, Soroosh Shafiee
Outlier-Robust Wasserstein DRO. NeurIPS (2023)
Theshani Nuradha, Ziv Goldfeld, Mark M. Wilde
Quantum Pufferfish Privacy: A Flexible Privacy Framework for Quantum Systems. CoRR (2023)
Theshani Nuradha, Ziv Goldfeld
Pufferfish Privacy: An Information-Theoretic Study. IEEE Trans. Inf. Theory 69 (11) (2023)
Sloan Nietert, Rachel Cummings, Ziv Goldfeld
Robust Estimation under the Wasserstein Distance. CoRR (2023)
Dor Tsur, Ziv Goldfeld, Kristjan H. Greenewald
Max-Sliced Mutual Information. NeurIPS (2023)
Sloan Nietert, Ziv Goldfeld, Soroosh Shafiee
Outlier-Robust Wasserstein DRO. CoRR (2023)
Sreejith Sreekumar, Ziv Goldfeld, Kengo Kato
Limit Distribution Theory for KL divergence and Applications to Auditing Differential Privacy. ISIT (2023)
Dor Tsur, Ziv Aharoni, Ziv Goldfeld, Haim H. Permuter
Optimizing Estimated Directed Information over Discrete Alphabets. ISIT (2022)
Sloan Nietert, Ritwik Sadhu, Ziv Goldfeld, Kengo Kato
Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances. CoRR (2022)
Sloan Nietert, Ziv Goldfeld, Rachel Cummings
Outlier-Robust Optimal Transport: Duality, Structure, and Statistical Analysis. AISTATS (2022)
Theshani Nuradha, Ziv Goldfeld
An Information-Theoretic Characterization of Pufferfish Privacy. ISIT (2022)
Dor Tsur, Ziv Aharoni, Ziv Goldfeld, Haim H. Permuter
Neural Estimation and Optimization of Directed Information over Continuous Spaces. CoRR (2022)
Sreejith Sreekumar, Ziv Goldfeld
Neural Estimation of Statistical Divergences. J. Mach. Learn. Res. 23 (2022)
Theshani Nuradha, Ziv Goldfeld
Pufferfish Privacy: An Information-Theoretic Study. CoRR (2022)
Ziv Goldfeld, Kristjan H. Greenewald, Theshani Nuradha, Galen Reeves
$k$-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension. NeurIPS (2022)
Sloan Nietert, Ziv Goldfeld, Ritwik Sadhu, Kengo Kato
Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances. NeurIPS (2022)
Sreejith Sreekumar, Ziv Goldfeld, Kengo Kato
Limit distribution theory for f-Divergences. CoRR (2022)
Zhengxin Zhang, Youssef Mroueh, Ziv Goldfeld, Bharath K. Sriperumbudur
Cycle Consistent Probability Divergences Across Different Spaces. AISTATS (2022)
Netanel Raviv, Ziv Goldfeld
Perfect Subset Privacy for Data Sharing and Learning. ISIT (2022)
Ziv Goldfeld, Kristjan H. Greenewald, Theshani Nuradha, Galen Reeves
k-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension. CoRR (2022)
Sreejith Sreekumar, Zhengxin Zhang, Ziv Goldfeld
Non-asymptotic Performance Guarantees for Neural Estimation of f-Divergences. AISTATS (2021)
Sreejith Sreekumar, Alexander Bunin, Ziv Goldfeld, Haim H. Permuter, Shlomo Shamai
The Secrecy Capacity of Cost-Constrained Wiretap Channels. IEEE Trans. Inf. Theory 67 (3) (2021)
Jean de Dieu Mutangana, Ravi Tandon, Ziv Goldfeld, Shlomo Shamai Shitz
Wiretap Channel with Latent Variable Secrecy. ISIT (2021)
Ziv Goldfeld, Guy Bresler, Yury Polyanskiy
Information Storage in the Stochastic Ising Model. IEEE Trans. Inf. Theory 67 (3) (2021)
Sloan Nietert, Rachel Cummings, Ziv Goldfeld
Outlier-Robust Optimal Transport: Duality, Structure, and Statistical Analysis. CoRR (2021)
Sloan Nietert, Ziv Goldfeld, Kengo Kato
Smooth p-Wasserstein Distance: Structure, Empirical Approximation, and Statistical Applications. ICML (2021)
Zhengxin Zhang, Youssef Mroueh, Ziv Goldfeld, Bharath K. Sriperumbudur
Cycle Consistent Probability Divergences Across Different Spaces. CoRR (2021)
Ziv Goldfeld, Kristjan H. Greenewald
Sliced Mutual Information: A Scalable Measure of Statistical Dependence. NeurIPS (2021)
Sreejith Sreekumar, Ziv Goldfeld
Soft-covering via Constant-composition Superposition codes. ISIT (2021)
Ziv Goldfeld, Kristjan H. Greenewald
Sliced Mutual Information: A Scalable Measure of Statistical Dependence. CoRR (2021)
Sreejith Sreekumar, Alexander Bunin, Ziv Goldfeld, Haim H. Permuter, Shlomo Shamai
The Secrecy Capacity of Cost-Constrained Wiretap Channels. CoRR (2020)
Ziv Goldfeld, Kengo Kato
-Divergence in High Dimensions. ISIT (2020)
Ziv Goldfeld, Paul Cuff, Haim H. Permuter
Wiretap Channels With Random States Non-Causally Available at the Encoder. IEEE Trans. Inf. Theory 66 (3) (2020)
Ziv Aharoni, Dor Tsur, Ziv Goldfeld, Haim Henri Permuter
Capacity of Continuous Channels with Memory via Directed Information Neural Estimator. CoRR (2020)
Ziv Goldfeld, Yury Polyanskiy
The Information Bottleneck Problem and Its Applications in Machine Learning. CoRR (2020)
Alexander Bunin, Ziv Goldfeld, Haim H. Permuter, Shlomo Shamai Shitz, Paul Cuff, Pablo Piantanida
Key and Message Semantic-Security Over State-Dependent Channels. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Ziv Goldfeld, Kristjan H. Greenewald, Jonathan Niles-Weed, Yury Polyanskiy
Convergence of Smoothed Empirical Measures With Applications to Entropy Estimation. IEEE Trans. Inf. Theory 66 (7) (2020)
Ziv Goldfeld, Yury Polyanskiy
The Information Bottleneck Problem and its Applications in Machine Learning. IEEE J. Sel. Areas Inf. Theory 1 (1) (2020)
Ziv Aharoni, Dor Tsur, Ziv Goldfeld, Haim H. Permuter
Capacity of Continuous Channels with Memory via Directed Information Neural Estimator. ISIT (2020)
Ziv Goldfeld, Kristjan H. Greenewald
Gaussian-Smoothed Optimal Transport: Metric Structure and Statistical Efficiency. AISTATS (2020)
Ziv Goldfeld, Kristjan H. Greenewald, Kengo Kato
Asymptotic Guarantees for Generative Modeling Based on the Smooth Wasserstein Distance. NeurIPS (2020)
Ziv Goldfeld, Guy Bresler, Yury Polyanskiy
Information Storage in the Stochastic Ising Model at Low Temperature. ISIT (2019)
Ziv Goldfeld, Haim H. Permuter
Wiretap and Gelfand-Pinsker Channels Analogy and Its Applications. IEEE Trans. Inf. Theory 65 (8) (2019)
Ziv Goldfeld, Kristjan H. Greenewald, Yury Polyanskiy, Jonathan Weed
Convergence of Smoothed Empirical Measures with Applications to Entropy Estimation. CoRR (2019)
Ziv Goldfeld, Kristjan H. Greenewald, Jonathan Weed, Yury Polyanskiy
Optimality of the Plug-in Estimator for Differential Entropy Estimation under Gaussian Convolutions. ISIT (2019)
Ziv Goldfeld, Ewout van den Berg, Kristjan H. Greenewald, Igor Melnyk, Nam Nguyen, Brian Kingsbury, Yury Polyanskiy
Estimating Information Flow in Deep Neural Networks. ICML (2019)
Ziv Goldfeld, Haim H. Permuter
MIMO Gaussian Broadcast Channels With Common, Private, and Confidential Messages. IEEE Trans. Inf. Theory 65 (4) (2019)
Ziv Goldfeld, Haim H. Permuter
A Useful Analogy Between Wiretap and Gelfand - Pinsker Channels. ISIT (2018)
Ziv Goldfeld, Ewout van den Berg, Kristjan H. Greenewald, Igor Melnyk, Nam Nguyen, Brian Kingsbury, Yury Polyanskiy
Estimating Information Flow in Neural Networks. CoRR (2018)
Wasim Huleihel, Ziv Goldfeld, Tobias Koch, Mokshay M. Madiman, Muriel Médard
Design of Discrete Constellations for Peak-Power-Limited complex Gaussian Channels. ISIT (2018)
Ziv Goldfeld, Guy Bresler, Yury Polyanskiy
Information Storage in the Stochastic Ising Model. CoRR (2018)
Alexander Bunin, Ziv Goldfeld, Haim H. Permuter, Shlomo Shamai, Paul Cuff, Pablo Piantanida
Key-Message Security over State-Dependent Wiretap Channels. ISIT (2018)
Ziv Goldfeld, Guy Bresler, Yury Polyanskiy
Information Storage in the Stochastic Ising Model at Zero Temperature. ISIT (2018)
Alexander Bunin, Ziv Goldfeld, Haim H. Permuter, Shlomo Shamai, Paul Cuff, Pablo Piantanida
Semantically-Secured Message-Key Trade-off over Wiretap Channels with Random Parameters. CoRR (2017)
Ziv Goldfeld, Paul Cuff, Haim H. Permuter
The Gelfand-Pinsker wiretap channel: Higher secrecy rates via a novel superposition code. ISIT (2017)
Ziv Goldfeld, Paul W. Cuff, Haim H. Permuter
Physical Layer Security over Wiretap Channels with Random Parameters. CSCML (2017)
Ziv Goldfeld, Gerhard Kramer, Haim H. Permuter
Broadcast Channels With Privacy Leakage Constraints. IEEE Trans. Inf. Theory 63 (8) (2017)
Ziv Goldfeld, Haim H. Permuter
Wiretap and Gelfand-Pinsker Channels Analogy and its Applications. CoRR (2017)
Ziv Goldfeld, Gerhard Kramer, Haim H. Permuter, Paul Cuff
Strong Secrecy for Cooperative Broadcast Channels. IEEE Trans. Inf. Theory 63 (1) (2017)
Ziv Goldfeld, Haim H. Permuter
MIMO Gaussian Broadcast Channels with Common, Private and Confidential Messages. CoRR (2016)
Ziv Goldfeld, Paul Cuff, Haim H. Permuter
Semantic-Security Capacity for the Physical Layer via Information Theory. SwSTE (2016)
Ziv Goldfeld, Paul Cuff, Haim H. Permuter
Arbitrarily Varying Wiretap Channels with Type Constrained States. GLOBECOM Workshops (2016)
Ziv Goldfeld, Paul Cuff, Haim H. Permuter
Arbitrarily Varying Wiretap Channels With Type Constrained States. IEEE Trans. Inf. Theory 62 (12) (2016)
Ido B. Gattegno, Ziv Goldfeld, Haim H. Permuter
Fourier-Motzkin Elimination Software for Information Theoretic Inequalities. CoRR (2016)
Ziv Goldfeld, Paul W. Cuff, Haim H. Permuter
Semantic-Security Capacity for Wiretap Channels of Type II. IEEE Trans. Inf. Theory 62 (7) (2016)
Ziv Goldfeld, Haim H. Permuter, Gerhard Kramer
Duality of a Source Coding Problem and the Semi-Deterministic Broadcast Channel With Rate-Limited Cooperation. IEEE Trans. Inf. Theory 62 (5) (2016)
Ziv Goldfeld, Gerhard Kramer, Haim H. Permuter, Paul Cuff
Strong Secrecy for Cooperative Broadcast Channels. CoRR (2016)
Ziv Goldfeld
MIMO Gaussian broadcast channels with common, private and confidential messages. ITW (2016)
Ziv Goldfeld, Paul Cuff, Haim H. Permuter
Wiretap Channels with Random States Non-Causally Available at the Encoder. CoRR (2016)
Ziv Goldfeld, Paul Cuff, Haim H. Permuter
Semantic-security capacity for wiretap channels of type II. ISIT (2016)
Ziv Goldfeld, Paul Cuff, Haim H. Permuter
Arbitrarily Varying Wiretap Channels with Type Constrained States. CoRR (2016)
Ziv Goldfeld, Paul W. Cuff, Haim H. Permuter
Semantic-Security Capacity for Wiretap Channels of Type II. CoRR (2015)
Ziv Goldfeld, Gerhard Kramer, Haim H. Permuter
Broadcast Channels with Privacy Leakage Constraints. CoRR (2015)
Ziv Goldfeld, Gerhard Kramer, Haim H. Permuter
Cooperative broadcast channels with a secret message. ISIT (2015)
Ziv Goldfeld, Haim H. Permuter, Gerhard Kramer
Broadcast channels with cooperation: Capacity and duality for the semi-deterministic case. ITW (2015)
Ziv Goldfeld, Haim H. Permuter, Gerhard Kramer
Duality of a Source Coding Problem and the Semi-Deterministic Broadcast Channel with Rate-Limited Cooperation. CoRR (2014)
Ziv Goldfeld, Haim H. Permuter, Benjamin M. Zaidel
The Finite State MAC With Cooperative Encoders and Delayed CSI. IEEE Trans. Inf. Theory 60 (10) (2014)
Ziv Goldfeld, Haim H. Permuter, Gerhard Kramer
The Ahlswede-Körner coordination problem with one-sided encoder cooperation. ISIT (2014)
Ziv Goldfeld, Haim H. Permuter, Benjamin M. Zaidel
The Finite State MAC with Cooperative Encoders and Delayed CSI CoRR (2013)
Ziv Goldfeld, Haim H. Permuter, Benjamin M. Zaidel
Capacity region of the finite state MAC with cooperative encoders and delayed CSI. ISIT (2012)