Stefano Rini

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 110

Top Venues

Publications

Guan-Huei Lyu, Bagus Aris Saputra, Stefano Rini, Chung-Hsuan Sun, Shih-Chun Lin
Low-Rate Universal Vector Quantization for Federated Learning. ICC Workshops (2024)
Yangyi Liu, Stefano Rini, Sadaf Salehkalaibar, Jun Chen
M22: A Communication-Efficient Algorithm for Federated Learning Inspired by Rate-Distortion. IEEE Trans. Commun. 72 (2) (2024)
Roshaan Soundarapandian, Amitalok J. Budkuley, Stefano Rini
On Time-Encoded Sampling for Multigenerator Shift Invariant Spaces. ICASSP (2024)
William W. Zheng, Jamison R. Ebert, Stefano Rini, Jean-François Chamberland
Coding for the unsourced B-channel with erasures: enhancing the linked loop code. CoRR (2024)
Mohammad Bagher Iraji, Mohammad Eini, Arash Amini, Stefano Rini
Stationary Processes on Directed Graphs. IWCIT (2024)
Dyah A. M. G. Wisnu, Epri Pratiwi, Stefano Rini, Ryandhimas E. Zezario, Hsin-Min Wang, Yu Tsao
HAAQI-Net: A non-intrusive neural music quality assessment model for hearing aids. CoRR (2024)
Mohammad Bokaei, Saeed Razavikia, Stefano Rini, Arash Amini, Hamid Behrouzi
Harmonic retrieval using weighted lifted-structure low-rank matrix completion. Signal Process. 216 (2024)
Nurassyl Askar, Stefano Rini
Deep CSI Compression in Wireless Networks: Exploiting Data Heterogeneity for User Clustering. IWCIT (2024)
William W. Zheng, Jamison R. Ebert, Stefano Rini, Jean-François Chamberland
Coding for the Unsourced B-Channel with Erasures: Enhancing the Linked Loop Code. ICASSP (2024)
Mohammad-Amin Charusaie, Stefano Rini, Arash Amini
ARMA Processes with Discrete-Continuous Excitation: Compressibility Beyond Sparsity. CoRR (2024)
Samir M. Perlaza, Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, Stefano Rini
Empirical Risk Minimization With Relative Entropy Regularization. IEEE Trans. Inf. Theory 70 (7) (2024)
Vanlalruata Ralte, Amitalok J. Budkuley, Stefano Rini
Optimal Strategies for Distributed Sampling and Detection of Poisson Processes. ISIT (2023)
Yangyi Liu, Sadaf Salehkalaibar, Stefano Rini, Jun Chen
M22: Rate-Distortion Inspired Gradient Compression. ICASSP (2023)
Farhad Mirkarimi, Stefano Rini, Nariman Farsad
Benchmarking Neural Capacity Estimation: Viability and Reliability. IEEE Trans. Commun. 71 (5) (2023)
Mohammad Bokaei, Saeed Razavikia, Stefano Rini, Arash Amini, Hamid Behrouzi
Harmonic Retrieval Using Weighted Lifted-Structure Low-Rank Matrix Completion. CoRR (2023)
William W. Zheng, Jamison R. Ebert, Stefano Rini, Jean-François Chamberland
Coding for the Unsourced A-Channel with Erasures: The Linked Loop Code. EUSIPCO (2023)
William W. Zheng, Jamison R. Ebert, Stefano Rini, Jean-François Chamberland
Coding for the unsourced A-channel with erasures: the linked loop code. CoRR (2023)
Yangyi Liu, Stefano Rini, Sadaf Salehkalaibar, Jun Chen
M22: A Communication-Efficient Algorithm for Federated Learning Inspired by Rate-Distortion. CoRR (2023)
Jamison R. Ebert, Vamsi K. Amalladinne, Stefano Rini, Jean-François Chamberland, Krishna R. Narayanan
Coded Demixing for Unsourced Random Access. IEEE Trans. Signal Process. 70 (2022)
Vanlalruata Ralte, Praveen Sharma, Amitalok J. Budkuley, Stefano Rini
On Distributed Sampling for Detection of Poisson Sources. ISIT (2022)
Zhong-Jing Chen, Eduin E. Hernandez, Yu-Chih Huang, Stefano Rini
DNN gradient lossless compression: Can GenNorm be the answer? ICC (2022)
Samir M. Perlaza, Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, Stefano Rini
Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity Analysis. ISIT (2022)
Samir M. Perlaza, Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, Stefano Rini
Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity Analysis. CoRR (2022)
Sadaf Salehkalaibar, Stefano Rini
Lossy Gradient Compression: How Much Accuracy Can One Bit Buy? CoRR (2022)
Farhad Mirkarimi, Stefano Rini
A Perspective on Neural Capacity Estimation: Viability and Reliability. CoRR (2022)
Mohammad-Amin Charusaie, Arash Amini, Stefano Rini
Compressibility Measures for Affinely Singular Random Vectors. IEEE Trans. Inf. Theory 68 (9) (2022)
Busra Tegin, Eduin E. Hernandez, Stefano Rini, Tolga M. Duman
Straggler Mitigation Through Unequal Error Protection for Distributed Approximate Matrix Multiplication. IEEE J. Sel. Areas Commun. 40 (2) (2022)
Mohammad Bokaei, Saeed Razavikia, Arash Amini, Stefano Rini
Single-Snapshot DOA Estimation via Weighted Hankel-Structured Matrix Completion. EUSIPCO (2022)
Rajarshi Saha, Stefano Rini, Milind Rao, Andrea J. Goldsmith
Decentralized Optimization Over Noisy, Rate-Constrained Networks: Achieving Consensus by Communicating Differences. IEEE J. Sel. Areas Commun. 40 (2) (2022)
Mohammad Hossein Amani, Simone Bombari, Marco Mondelli, Rattana Pukdee, Stefano Rini
Sharp asymptotics on the compression of two-layer neural networks. ITW (2022)
Zhong-Jing Chen, Eduin E. Hernandez, Yu-Chih Huang, Stefano Rini
How to Attain Communication-Efficient DNN Training? Convert, Compress, Correct. CoRR (2022)
Farhad Mirkarimi, Stefano Rini, Nariman Farsad
Neural Capacity Estimators: How Reliable Are They? ICC (2022)
Zhong-Jing Chen, Eduin E. Hernandez, Yu-Chih Huang, Stefano Rini
Convert, compress, correct: Three steps toward communication-efficient DNN training. CoRR (2022)
Mohammad Bokaei, Saeed Razavikia, Arash Amini, Stefano Rini
Two-Snapshot DOA Estimation Via Hankel-Structured Matrix Completion. ICASSP (2022)
Mohammad Hossein Amani, Simone Bombari, Marco Mondelli, Rattana Pukdee, Stefano Rini
Sharp asymptotics on the compression of two-layer neural networks. CoRR (2022)
Mohammad Bokaei, Saeed Razavikia, Arash Amini, Stefano Rini
Two-snapshot DOA Estimation via Hankel-structured Matrix Completion. CoRR (2022)
Jamison R. Ebert, Vamsi K. Amalladinne, Stefano Rini, Jean-François Chamberland, Krishna R. Narayanan
Coded Demixing for Unsourced Random Access. CoRR (2022)
Samir M. Perlaza, Gaetan Bisson, Iñaki Esnaola, Alain Jean-Marie, Stefano Rini
Empirical Risk Minimization with Generalized Relative Entropy Regularization. CoRR (2022)
Farhad Mirkarimi, Stefano Rini, Nariman Farsad
Neural Capacity Estimators: How Reliable Are They? CoRR (2021)
Vamsi K. Amalladinne, Allen Hao, Stefano Rini, Jean-François Chamberland
Multi-Class Unsourced Random Access via Coded Demixing. CoRR (2021)
Jamison R. Ebert, Vamsi K. Amalladinne, Stefano Rini, Jean-François Chamberland, Krishna R. Narayanan
Stochastic Binning and Coded Demixing for Unsourced Random Access. SPAWC (2021)
Joseph Chataignon, Stefano Rini
Comparison-limited Vector Quantization. CoRR (2021)
Vamsi K. Amalladinne, Allen Hao, Stefano Rini, Jean-François Chamberland
Multi-Class Unsourced Random Access via Coded Demixing. ISIT (2021)
Stefano Rini, Vamsi K. Amalladinne, Jean-François Chamberland
An Exploration of the Heterogeneous Unsourced MAC. ACSCC (2021)
Amir Sonee, Stefano Rini, Yu-Chih Huang
Wireless Federated Learning with Limited Communication and Differential Privacy. GLOBECOM (2021)
Amir Sonee, Stefano Rini, Yu-Chih Huang
Wireless Federated Learning with Limited Communication and Differential Privacy. CoRR (2021)
Zhong-Jing Chen, Eduin E. Hernandez, Yu-Chih Huang, Stefano Rini
DNN gradient lossless compression: Can GenNorm be the answer? CoRR (2021)
Jamison R. Ebert, Vamsi K. Amalladinne, Stefano Rini, Jean-François Chamberland, Krishna R. Narayanan
Stochastic Binning and Coded Demixing for Unsourced Random Access. CoRR (2021)
Busra Tegin, Eduin E. Hernandez, Stefano Rini, Tolga M. Duman
Straggler Mitigation through Unequal Error Protection for Distributed Approximate Matrix Multiplication. CoRR (2021)
Ruiyang Song, Stefano Rini, Kuang Xu
Hierarchical Causal Bandit. CoRR (2021)
Eduin E. Hernandez, Stefano Rini, Tolga M. Duman
Speeding-Up Back-Propagation in DNN: Approximate Outer Product with Memory. CoRR (2021)
Alon Kipnis, Stefano Rini, Andrea J. Goldsmith
The Rate-Distortion Risk in Estimation From Compressed Data. IEEE Trans. Inf. Theory 67 (5) (2021)
Busra Tegin, Eduin E. Hernandez, Stefano Rini, Tolga M. Duman
Straggler Mitigation through Unequal Error Protection for Distributed Matrix Multiplication. ICC (2021)
Rajarshi Saha, Stefano Rini, Milind Rao, Andrea Goldsmith
Decentralized Optimization Over Noisy, Rate-Constrained Networks: How We Agree By Talking About How We Disagree. ICASSP (2021)
Mohammad-Amin Charusaie, Stefano Rini, Arash Amini
On the Compressibility of Affinely Singular Random Vectors. ISIT (2020)
Allen Hao, Stefano Rini, Vamsi K. Amalladinne, Asit Kumar Pradhan, Jean-François Chamberland
An Exploration of the Heterogeneous Unsourced MAC. CoRR (2020)
Joseph Chataignon, Stefano Rini
A Novel Algorithm for Comparison-limited Vector Quantization. IWCIT (2020)
Leyla Sadighi, Sadaf Salehkalaibar, Stefano Rini
On Secure Degrees of Freedom for K-User MISO Broadcast Channel With Alternating CSIT. ITW (2020)
Amir Sonee, Stefano Rini
Efficient Federated Learning over Multiple Access Channel with Differential Privacy Constraints. CoRR (2020)
Luca Barletta, Stefano Rini
On the Capacity of the Oversampled Wiener Phase Noise Channel. CoRR (2020)
Ehsan Sadeghi, Hamid Behroozi, Stefano Rini
Fairness-Oriented User Association in HetNets Using Bargaining Game Theory. CoRR (2020)
Emre Ozfatura, Stefano Rini, Deniz Gündüz
Decentralized SGD with Over-the-Air Computation. CoRR (2020)
Ali Khajegili Mirabadi, Stefano Rini
The Information & Mutual Information Ratio for Counting Image Features and Their Matches. IWCIT (2020)
Ali Khajegili Mirabadi, Stefano Rini
The Information & Mutual Information Ratio for Counting Image Features and Their Matches. CoRR (2020)
Stefano Rini, Hirotsugu Hiramatsu
An efficient label-free analyte detection algorithm for time-resolved spectroscopy. CoRR (2020)
Emre Ozfatura, Stefano Rini, Deniz Gündüz
Decentralized SGD with Over-the-Air Computation. GLOBECOM (2020)
Mohammad-Amin Charusaie, Stefano Rini, Arash Amini
On the Compressibility of Affinely Singular Random Vectors. CoRR (2020)
Rajarshi Saha, Stefano Rini, Milind Rao, Andrea Goldsmith
Decentralized optimization over noisy, rate-constrained networks: How we agree by talking about how we disagree. CoRR (2020)
Nir Shlezinger, Stefano Rini, Yonina C. Eldar
The Communication-Aware Clustered Federated Learning Problem. ISIT (2020)
Leyla Sadighi, Sadaf Salehkalaibar, Stefano Rini
On Sum Secure Degrees of Freedom for K-User MISO Broadcast Channel With Alternating CSIT. CoRR (2020)
Busra Tegin, Eduin E. Hernandez, Stefano Rini, Tolga M. Duman
Straggler Mitigation through Unequal Error Protection for Distributed Matrix Multiplication. CoRR (2020)
Alexios Balatsoukas-Stimming, Stefano Rini, Jörg Kliewer
LDPC Coded Multiuser Shaping for the Gaussian Multiple Access Channel. ISIT (2019)
Milind Rao, Stefano Rini, Andrea Goldsmith
Distributed Convex Optimization with Limited Communications. ICASSP (2019)
Alexios Balatsoukas-Stimming, Stefano Rini, Jörg Kliewer
LDPC Coded Multiuser Shaping for the Gaussian Multiple Access Channel. CoRR (2019)
Stefano Rini, Milind Rao, Andrea Goldsmith
Distributed Sub-gradient Algorithms with Limited Communications. ACSSC (2019)
Stefano Rini, Joseph Chataignon
Comparison-limited Vector Quantization. CoRR (2019)
Meer Suri, Stefano Rini
Complete Fix-Free Codes for the Statistical Dictionary-Based String Matching Problem. ACSSC (2019)
Stefano Rini, Alon Kipnis, Ruiyang Song, Andrea J. Goldsmith
The Compress-and-Estimate Coding Scheme for Gaussian Sources. IEEE Trans. Wirel. Commun. 18 (9) (2019)
Luca Barletta, Stefano Rini
On the Degrees of Freedom of the Oversampled Wiener Phase Noise Channel. ISIT (2019)
Meer Suri, Stefano Rini
The Statistical Dictionary-Based String Matching Problem. IWCIT (2019)
Joseph Chataignon, Stefano Rini
Comparison-limited Vector Quantization. ACSSC (2019)
Luca Barletta, Stefano Rini
The Degrees of Freedom of the Oversampled Non-Coherent Channel. ITW (2018)
Milind Rao, Stefano Rini, Andrea Goldsmith
Distributed Convex Optimization With Limited Communications. CoRR (2018)
Abbas Khalili, Stefano Rini, Luca Barletta, Elza Erkip, Yonina C. Eldar
On MIMO Channel Capacity with Output Quantization Constraints. ISIT (2018)
Abbas Khalili, Stefano Rini, Luca Barletta, Elza Erkip, Yonina C. Eldar
On MIMO Channel Capacity with Output Quantization Constraints. CoRR (2018)
Meer Suri, Stefano Rini
The Statistical Dictionary-based String Matching Problem. CoRR (2018)
Stefano Rini
The fast fading Z cognitive interference channel. IWCIT (2018)
Stefano Rini, Shlomo Shamai Shitz
On Capacity of the Writing Onto Fast Fading Dirt Channel. IEEE Trans. Wirel. Commun. 17 (11) (2018)
Stefano Rini, Shlomo Shamai
The approximate capacity for the 3-receiver writing on random dirty paper channel. ITW (2017)
Luca Barletta, Stefano Rini
Capacity outer bound and degrees of freedom of Wiener phase noise channels with oversampling. ITW (2017)
Ruiyang Song, Stefano Rini, Alon Kipnis, Andrea J. Goldsmith
Compress-and-estimate source coding for a vector Gaussian source. ITW (2017)
Stefano Rini, Shlomo Shamai Shitz
On the Capacity of the Carbon Copy onto Dirty Paper Channel. IEEE Trans. Inf. Theory 63 (9) (2017)
Ruiyang Song, Stefano Rini, Alon Kipnis, Andrea Goldsmith
Compress-and-Estimate Source Coding for a Vector Gaussian Source. CoRR (2017)
Alon Kipnis, Stefano Rini, Andrea J. Goldsmith
Coding theorems for the compress and estimate source coding problem. ISIT (2017)
Yu-Chung Liang, Stefano Rini, Jörg Kliewer
Joint constellation and code design for the Gaussian multiple access channel. ACSSC (2017)
Stefano Rini, Shlomo Shamai
On the Capacity of the Carbon Copy onto Dirty Paper Channel. CoRR (2017)
Luca Barletta, Stefano Rini
Capacity Outer Bound and Degrees of Freedom of Wiener Phase Noise Channels with Oversampling. CoRR (2017)
Luca Barletta, Stefano Rini
Capacity of Discrete-Time Wiener Phase Noise Channels to Within a Constant Gap. CoRR (2017)
Stefano Rini, Luca Barletta, Yonina C. Eldar, Elza Erkip
A general framework for MIMO receivers with low-resolution quantization. ITW (2017)
Stefano Rini, Luca Barletta, Yonina C. Eldar, Elza Erkip
A General Framework for Low-Resolution Receivers for MIMO Channels. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stefano Rini