Efficient and Provably Convergent Computation of Information Bottleneck: A Semi-Relaxed Approach
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Lingyi, Wu, Shitong, Ye, Jiachuan, Wu, Huihui, Zhang, Wenyi, Wu, Hao |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
An Expectation-Maximization Relaxed Method for Privacy Funnel
by: Chen, Lingyi, et al.
Published: (2024)
by: Chen, Lingyi, et al.
Published: (2024)
Efficient Computation of Marton's Error Exponent via Constraint Decoupling
by: Ye, Jiachuan, et al.
Published: (2025)
by: Ye, Jiachuan, et al.
Published: (2025)
Neural Estimation of the Information Bottleneck Based on a Mapping Approach
by: Chen, Lingyi, et al.
Published: (2025)
by: Chen, Lingyi, et al.
Published: (2025)
On Convergence of Discrete Schemes for Computing the Rate-Distortion Function of Continuous Source
by: Chen, Lingyi, et al.
Published: (2024)
by: Chen, Lingyi, et al.
Published: (2024)
An Optimal Transport-Based Method for Computing LM Rate and Its Convergence Analysis
by: Wu, Shitong, et al.
Published: (2025)
by: Wu, Shitong, et al.
Published: (2025)
A Double Maximization Approach for Optimizing the LM Rate of Mismatched Decoding
by: Chen, Lingyi, et al.
Published: (2024)
by: Chen, Lingyi, et al.
Published: (2024)
Estimating Rate-Distortion Functions Using the Energy-Based Model
by: Wu, Shitong, et al.
Published: (2025)
by: Wu, Shitong, et al.
Published: (2025)
An Efficient Alternating Minimization Algorithm for Computing Quantum Rate-Distortion Function
by: Chen, Lingyi, et al.
Published: (2025)
by: Chen, Lingyi, et al.
Published: (2025)
A Constrained BA Algorithm for Rate-Distortion and Distortion-Rate Functions
by: Chen, Lingyi, et al.
Published: (2023)
by: Chen, Lingyi, et al.
Published: (2023)
Alternating Maximization Algorithm for Mismatch Capacity with Oblivious Relaying
by: Li, Xinwei, et al.
Published: (2024)
by: Li, Xinwei, et al.
Published: (2024)
RDD Function: A Tradeoff Between Rate and Distortion-in-Distortion
by: Chen, Lingyi, et al.
Published: (2025)
by: Chen, Lingyi, et al.
Published: (2025)
A Convergent Primal-Dual Algorithm for Computing Rate-Distortion-Perception Functions
by: Chen, Chunhui, et al.
Published: (2025)
by: Chen, Chunhui, et al.
Published: (2025)
Exponential Error Bounds for Information Bottleneck Source Coding Problems
by: Wu, Han, et al.
Published: (2025)
by: Wu, Han, et al.
Published: (2025)
Achieving $α$-Fairness in Clustered Cell-Free Networking: A Tight Relaxation Approach
by: Deng, Chaowen, et al.
Published: (2026)
by: Deng, Chaowen, et al.
Published: (2026)
Cross-Layer Security for Semantic Communications: Metrics and Optimization
by: Wang, Lingyi, et al.
Published: (2025)
by: Wang, Lingyi, et al.
Published: (2025)
Greedy Sampling Is Provably Efficient for RLHF
by: Wu, Di, et al.
Published: (2025)
by: Wu, Di, et al.
Published: (2025)
Vectorized Generalized Nearest Neighbor Decoding for In-block Memory Channel
by: Liu, Yuhao, et al.
Published: (2026)
by: Liu, Yuhao, et al.
Published: (2026)
Computation and Critical Transitions of Rate-Distortion-Perception Functions With Wasserstein Barycenter
by: Chen, Chunhui, et al.
Published: (2024)
by: Chen, Chunhui, et al.
Published: (2024)
Structured IB: Improving Information Bottleneck with Structured Feature Learning
by: Yang, Hanzhe, et al.
Published: (2024)
by: Yang, Hanzhe, et al.
Published: (2024)
Approaching Maximum Likelihood Decoding Performance via Reshuffling ORBGRAND
by: Wan, Li, et al.
Published: (2024)
by: Wan, Li, et al.
Published: (2024)
Fast and Provable Hankel Tensor Completion for Multi-measurement Spectral Compressed Sensing
by: Li, Jinsheng, et al.
Published: (2025)
by: Li, Jinsheng, et al.
Published: (2025)
Breaking AR's Sampling Bottleneck: Provable Acceleration via Diffusion Language Models
by: Li, Gen, et al.
Published: (2025)
by: Li, Gen, et al.
Published: (2025)
A Novel Coded Computing Approach for Distributed Multi-Task Learning
by: Cheng, Minquan, et al.
Published: (2025)
by: Cheng, Minquan, et al.
Published: (2025)
IRS-Enhanced Secure Semantic Communication Networks: Cross-Layer and Context-Awared Resource Allocation
by: Wang, Lingyi, et al.
Published: (2024)
by: Wang, Lingyi, et al.
Published: (2024)
Knowledge-Driven 3D Semantic Spectrum Map: KE-VQ-Transformer Based UAV Semantic Communication and Map Completion
by: Wu, Wei, et al.
Published: (2025)
by: Wu, Wei, et al.
Published: (2025)
Information Rates of Channels with Additive White Cauchy Noise
by: Pang, Shuqin, et al.
Published: (2024)
by: Pang, Shuqin, et al.
Published: (2024)
Knowledge Graph-Based Explainable and Generalized Zero-Shot Semantic Communications
by: Zhang, Zhaoyu, et al.
Published: (2025)
by: Zhang, Zhaoyu, et al.
Published: (2025)
Hyper-VIB: A Hypernetwork-Enhanced Information Bottleneck Approach for Task-Oriented Communications
by: Peng, Jingchen, et al.
Published: (2025)
by: Peng, Jingchen, et al.
Published: (2025)
Differentiable Information Bottleneck for Deterministic Multi-view Clustering
by: Yan, Xiaoqiang, et al.
Published: (2024)
by: Yan, Xiaoqiang, et al.
Published: (2024)
Entropic Isoperimetric and Cramér--Rao Inequalities for Rényi--Fisher Information
by: Wu, Hao, et al.
Published: (2025)
by: Wu, Hao, et al.
Published: (2025)
An Efficient Convex-Hull Relaxation Based Algorithm for Multi-User Discrete Passive Beamforming
by: Lai, Wenhai, et al.
Published: (2024)
by: Lai, Wenhai, et al.
Published: (2024)
Order Optimal Cascaded Code Distributed Computing With Low Complexity and Improved Flexibility
by: Zhang, Mingming, et al.
Published: (2023)
by: Zhang, Mingming, et al.
Published: (2023)
Improving Channel Resilience for Task-Oriented Semantic Communications: A Unified Information Bottleneck Approach
by: Lyu, Shuai, et al.
Published: (2024)
by: Lyu, Shuai, et al.
Published: (2024)
Cyclic and Negacyclic Codes with Optimal and Best Known Minimum Distances
by: Chen, Hao, et al.
Published: (2024)
by: Chen, Hao, et al.
Published: (2024)
A Finite-Blocklength Analysis for ORBGRAND
by: Li, Zhuang, et al.
Published: (2026)
by: Li, Zhuang, et al.
Published: (2026)
Projection Head is Secretly an Information Bottleneck
by: Ouyang, Zhuo, et al.
Published: (2025)
by: Ouyang, Zhuo, et al.
Published: (2025)
A Remark on Downlink Massive Random Access
by: Liao, Yuchen, et al.
Published: (2026)
by: Liao, Yuchen, et al.
Published: (2026)
On Decentralized Linearly Separable Computation With the Minimum Computation Cost
by: Chen, Haoning, et al.
Published: (2024)
by: Chen, Haoning, et al.
Published: (2024)
Linear Convergence in Hilbert's Projective Metric for Computing Augustin Information and a Rényi Information Measure
by: Tsai, Chung-En, et al.
Published: (2024)
by: Tsai, Chung-En, et al.
Published: (2024)
Alkaid: Resilience to Edit Errors in Provably Secure Steganography via Distance-Constrained Encoding
by: Cao, Zhihan, et al.
Published: (2026)
by: Cao, Zhihan, et al.
Published: (2026)
Similar Items
-
An Expectation-Maximization Relaxed Method for Privacy Funnel
by: Chen, Lingyi, et al.
Published: (2024) -
Efficient Computation of Marton's Error Exponent via Constraint Decoupling
by: Ye, Jiachuan, et al.
Published: (2025) -
Neural Estimation of the Information Bottleneck Based on a Mapping Approach
by: Chen, Lingyi, et al.
Published: (2025) -
On Convergence of Discrete Schemes for Computing the Rate-Distortion Function of Continuous Source
by: Chen, Lingyi, et al.
Published: (2024) -
An Optimal Transport-Based Method for Computing LM Rate and Its Convergence Analysis
by: Wu, Shitong, et al.
Published: (2025)