Rate of Model Collapse in Recursive Training
Fuente:
arXiv
Saved in:
| Main Authors: | Suresh, Ananda Theertha, Thangaraj, Andrew, Khandavally, Aditya Nanda Kishore |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The importance of feature preprocessing for differentially private linear optimization
by: Sun, Ziteng, et al.
Published: (2023)
by: Sun, Ziteng, et al.
Published: (2023)
On Robust Hypothesis Testing with respect to the Hellinger Distance
by: Modak, Eeshan, et al.
Published: (2025)
by: Modak, Eeshan, et al.
Published: (2025)
Asymptotics of Language Model Alignment
by: Yang, Joy Qiping, et al.
Published: (2024)
by: Yang, Joy Qiping, et al.
Published: (2024)
Mean estimation in the add-remove model of differential privacy
by: Kulesza, Alex, et al.
Published: (2023)
by: Kulesza, Alex, et al.
Published: (2023)
Subset-Based Instance Optimality in Private Estimation
by: Dick, Travis, et al.
Published: (2023)
by: Dick, Travis, et al.
Published: (2023)
Multi-Group Fairness Evaluation via Conditional Value-at-Risk Testing
by: Paes, Lucas Monteiro, et al.
Published: (2023)
by: Paes, Lucas Monteiro, et al.
Published: (2023)
Theoretical guarantees on the best-of-n alignment policy
by: Beirami, Ahmad, et al.
Published: (2024)
by: Beirami, Ahmad, et al.
Published: (2024)
SpecTr: Fast Speculative Decoding via Optimal Transport
by: Sun, Ziteng, et al.
Published: (2023)
by: Sun, Ziteng, et al.
Published: (2023)
Just Wing It: Near-Optimal Estimation of Missing Mass in a Markovian Sequence
by: Pananjady, Ashwin, et al.
Published: (2024)
by: Pananjady, Ashwin, et al.
Published: (2024)
Block Verification Accelerates Speculative Decoding
by: Sun, Ziteng, et al.
Published: (2024)
by: Sun, Ziteng, et al.
Published: (2024)
InfAlign: Inference-aware language model alignment
by: Balashankar, Ananth, et al.
Published: (2024)
by: Balashankar, Ananth, et al.
Published: (2024)
Hierarchical Retrieval: The Geometry and a Pretrain-Finetune Recipe
by: You, Chong, et al.
Published: (2025)
by: You, Chong, et al.
Published: (2025)
Training-Free Rate-Distortion-Perception Traversal With Diffusion
by: Wang, Yuhan, et al.
Published: (2026)
by: Wang, Yuhan, et al.
Published: (2026)
Distributed and Rate-Adaptive Feature Compression
by: Deshmukh, Aditya, et al.
Published: (2024)
by: Deshmukh, Aditya, et al.
Published: (2024)
Multi-Mixer Models: Flexible Sequence Modeling with Shared Representations
by: Li, Kevin Y., et al.
Published: (2026)
by: Li, Kevin Y., et al.
Published: (2026)
Coupling without Communication and Drafter-Invariant Speculative Decoding
by: Daliri, Majid, et al.
Published: (2024)
by: Daliri, Majid, et al.
Published: (2024)
Exploring and Improving Drafts in Blockwise Parallel Decoding
by: Kim, Taehyeon, et al.
Published: (2024)
by: Kim, Taehyeon, et al.
Published: (2024)
Improved Sample Complexity Bounds for Diffusion Model Training
by: Gupta, Shivam, et al.
Published: (2023)
by: Gupta, Shivam, et al.
Published: (2023)
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)
Distribution Estimation with Side Information
by: Balasundaram, Haricharan, et al.
Published: (2026)
by: Balasundaram, Haricharan, et al.
Published: (2026)
Rate-Distortion Optimization for Transformer Inference
by: de Andrade, Anderson, et al.
Published: (2026)
by: de Andrade, Anderson, et al.
Published: (2026)
Rate-Distortion-Perception Theory for the Quadratic Wasserstein Space
by: Qu, Xiqiang, et al.
Published: (2025)
by: Qu, Xiqiang, et al.
Published: (2025)
Fast Rate Information-theoretic Bounds on Generalization Errors
by: Wu, Xuetong, et al.
Published: (2023)
by: Wu, Xuetong, et al.
Published: (2023)
Code Rate Optimization via Neural Polar Decoders
by: Aharoni, Ziv, et al.
Published: (2025)
by: Aharoni, Ziv, et al.
Published: (2025)
Optimal Neural Compressors for the Rate-Distortion-Perception Tradeoff
by: Lei, Eric, et al.
Published: (2025)
by: Lei, Eric, et al.
Published: (2025)
Robust Estimation Under Heterogeneous Corruption Rates
by: Chaudhuri, Syomantak, et al.
Published: (2025)
by: Chaudhuri, Syomantak, et al.
Published: (2025)
The Rate-Distortion-Perception Trade-off: The Role of Private Randomness
by: Hamdi, Yassine, et al.
Published: (2024)
by: Hamdi, Yassine, et al.
Published: (2024)
Deep Adaptive Rate Allocation in Volatile Heterogeneous Wireless Networks
by: Maglione, Gregorio, et al.
Published: (2026)
by: Maglione, Gregorio, et al.
Published: (2026)
Rate-Distortion-Perception Tradeoff Based on the Conditional-Distribution Perception Measure
by: Salehkalaibar, Sadaf, et al.
Published: (2024)
by: Salehkalaibar, Sadaf, et al.
Published: (2024)
Gaussian Rate-Distortion-Perception Coding and Entropy-Constrained Scalar Quantization
by: Xie, Li, et al.
Published: (2024)
by: Xie, Li, et al.
Published: (2024)
Neural Estimation of the Rate-Distortion Function With Applications to Operational Source Coding
by: Lei, Eric, et al.
Published: (2022)
by: Lei, Eric, et al.
Published: (2022)
Can Kernel Methods Explain How the Data Affects Neural Collapse?
by: Kothapalli, Vignesh, et al.
Published: (2024)
by: Kothapalli, Vignesh, et al.
Published: (2024)
Output-Constrained Lossy Source Coding With Application to Rate-Distortion-Perception Theory
by: Xie, Li, et al.
Published: (2024)
by: Xie, Li, et al.
Published: (2024)
Mixture-of-Experts under Finite-Rate Gating: Communication--Generalization Trade-offs
by: Khalesi, Ali, et al.
Published: (2026)
by: Khalesi, Ali, et al.
Published: (2026)
Standard Transformers Achieve the Minimax Rate in Nonparametric Regression with $C^{s,λ}$ Targets
by: Lai, Yanming, et al.
Published: (2026)
by: Lai, Yanming, et al.
Published: (2026)
Sparse In-Network Learning via Shortest-Path Backpropagation and Finite-Rate Gating
by: Salehi, Mohammad Reza Deylam
Published: (2026)
by: Salehi, Mohammad Reza Deylam
Published: (2026)
Beyond Fixed False Discovery Rates: Post-Hoc Conformal Selection with E-Variables
by: Zhu, Meiyi, et al.
Published: (2026)
by: Zhu, Meiyi, et al.
Published: (2026)
Property Inheritance for Subtensors in Tensor Train Decompositions
by: Cai, HanQin, et al.
Published: (2025)
by: Cai, HanQin, et al.
Published: (2025)
Data-Driven Estimation of the False Positive Rate of the Bayes Binary Classifier via Soft Labels
by: Jeong, Minoh, et al.
Published: (2024)
by: Jeong, Minoh, et al.
Published: (2024)
Matching Rates and Optimal Allocation for Federated Probe-Logit Distillation under Heterogeneous Bandwidth Budgets
by: Dubey, Prasanjit, et al.
Published: (2026)
by: Dubey, Prasanjit, et al.
Published: (2026)
Similar Items
-
The importance of feature preprocessing for differentially private linear optimization
by: Sun, Ziteng, et al.
Published: (2023) -
On Robust Hypothesis Testing with respect to the Hellinger Distance
by: Modak, Eeshan, et al.
Published: (2025) -
Asymptotics of Language Model Alignment
by: Yang, Joy Qiping, et al.
Published: (2024) -
Mean estimation in the add-remove model of differential privacy
by: Kulesza, Alex, et al.
Published: (2023) -
Subset-Based Instance Optimality in Private Estimation
by: Dick, Travis, et al.
Published: (2023)