Publications

Social Learning under Randomized Collaborations

Y. Inan; M. Kayaalp; E. Telatar; A. H. Sayed 

Beyond worst-case analysis, with or without predictions

Optima Age Over Erasure Channels

E. Najm; E. Telatar; R. Nasser 

Age-Optimal Causal Labeling of Memoryless Processes

Y. Inan; E. Telatar 

Second-Order Converse for Rate-Limited Common Randomness Generation

H. Hentila; Y. Shkel; V. Koivunen 

Safety in Numbers: Asymptotic Analysis of a Monitoring Problem

R. Inovan; E. Telatar 

A Revisitation of Low-Rate Bounds on the Reliability Function of Discrete Memoryless Channels for List Decoding

M. Bondaschi; M. Dalai 

Mismatched Decoding Reliability Function at Zero Rate

M. Bondaschi; A. G. Fabregas; M. Dalai 

The Gray-Wyner Network and Wyner’s Common Information for Gaussian Sources

E. Sula; M. Gastpar 

Age-Optimal Causal Labeling of Memoryless Processes

Y. Inan; E. Telatar 

Safety in Numbers: Asymptotic Analysis of a Monitoring Problem

R. Inovan; E. Telatar 

A Johnson-Lindenstrauss Framework for Randomly Initialized CNNs

I. Nachum; J. Hazla; M. C. Gastpar; A. Khina 

A Unified Discretization Approach to Compute–Forward: From Discrete to Continuous Inputs

A. Pastore; S. H. Lim; C. Feng; B. Nazer; M. C. Gastpar 

From Generalisation Error to Transportation-cost Inequalities and Back

A. R. Esposito; M. C. Gastpar 

Shannon Bounds on Lossy Gray-Wyner Networks

E. Sula; M. C. Gastpar 

Alpha-NML Universal Predictors

M. Bondaschi; M. C. Gastpar 

On Sibson’s α-Mutual Information

A. R. Esposito; A. Vandenbroucque; M. C. Gastpar 

Finite Littlestone Dimension Implies Finite Information Complexity

A. Pradeep; I. Nachum; M. C. Gastpar 

Lower-bounds on the Bayesian Risk in Estimation Procedures via f–Divergences

A. Vandenbroucque; A. R. Esposito; M. C. Gastpar 

The Price of Distributed: Rate Loss in the CEO Problem

A. Atalik; A. Kose; M. C. Gastpar 

Differential Entropy of the Conditional Expectation Under Additive Gaussian Noise

A. Atalik; A. Kose; M. Gastpar 

A Functional Perspective on Information Measures

On the Efficiency of Polar-Like Decoding for Symmetric Codes

K. Ivanov; R. L. Urbanke 

Secret Key Generation Using Short Blocklength Polar Coding Over Wireless Channels

H. Hentila; Y. Y. Shkel; V. Koivunen 

Symmetry in design and decoding of polar-like codes

Mutual information for low-rank even-order symmetric tensor estimation

C. Luneau; J. Barbier; N. Macris 

The Stability of Low-Density Parity-Check Codes and Some of its Consequences

W. Liu; R. Urbanke 

Almost-Reed-Muller Codes Achieve Constant Rates for Random Errors

E. Abbe; J. Hazla; I. Nachum 

A Fundamental Limit of Distributed Hypothesis Testing Under Memoryless Quantization

Y. Inan; M. Kayaalp; A. H. Sayed; E. Telatar 

A Statistical Physics approach to a multi-channel Wigner spiked model

D. Alberici; F. Camilli; P. Contucci; E. Mingione 

Learning from survey propagation: a neural network for MAX-E-3-SAT

R. Marino 

The Solution of the Deep Boltzmann Machine on the Nishimori Line

D. Alberici; F. Camilli; P. Contucci; E. Mingione 

Bell Diagonal and Werner State Generation: Entanglement, Non-Locality, Steering and Discord on the IBM Quantum Computer

E. Riedel Gårding; N. Schwaller; C. L. Chan; S. Y. Chang; S. Bosch et al. 

Criticality and conformality in the random dimer model

S. Caracciolo; R. Fabbricatore; M. Gherardi; R. Marino; G. Parisi et al. 

Adaptive Path Interpolation Method for Sparse Systems: Application to a Censored Block Model

J. Barbier; C. L. Chan; N. Macris 

Deep Boltzmann Machines: Rigorous Results at Arbitrary Depth

D. Alberici; P. Contucci; E. Mingione 

Secrecy by Design With Applications to Privacy and Compression

Y. Y. Shkel; R. S. Blum; H. V. Poor 

Common Information Components Analysis

E. Sula; M. C. Gastpar 

The Multi-species Mean-Field Spin-Glass on the Nishimori Line

D. Alberici; F. Camilli; P. Contucci; E. Mingione 

Differential Entropy of the Conditional Expectation under Gaussian Noise

A. Atalik; A. Kose; M. Gastpar 

Optimal Policies for Age and Distortion in a Discrete-Time Model

Y. Inan; R. Inovan; E. Telatar 

Positioning Left-hand Movement in Violin Performance: A System and User Study of Fingering Pattern Generation

Y-H. Jen; T-P. Chen; S-W. Sun; L. Su 

Learning, compression, and leakage: Minimising classification error via meta-universal compression principles

F. E. Rosas; P. A. M. Mediano; M. Gastpar 

Secret Key Generation Over Wireless Channels Using Short Blocklength Multilevel Source Polar Coding

H. Hentila; Y. Y. Shkel; V. Koivunen 

A Discretization Approach to Compute-Forward

A. Pastore; S. H. Lim; C. Feng; B. Nazer; M. Gastpar 

Zero-rate Reliability Function for Mismatched Decoding

M. Bondaschi; A. Guillen i Fabregas; M. Dalai 

Lower bound on relaxed Wyner’s Common Information

E. Sula; M. Gastpar 

Lower-bounds on the Bayesian Risk in estimation procedures via Sibson’s alpha-Mutual Information

A. R. Esposito; M. Gastpar 

On conditional Sibson’s alpha-Mutual Information

A. R. Esposito; D. Wu; M. Gastpar 

Query Complexity of Adversarial Attacks

G. Gluch; R. Urbanke