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phase transition

92 papers

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Co-occurring keywords

high-dimensional statistics (145) random graph (47) message passing (579) ising model (85) community detection (276) neural network (6616) graphical model (864) statistical learning (351) signal-to-noise ratio (122) approximate message passing (39)

Papers

Phase Transition of Regret for Logistic Regression with Large Weights ALT 2026
A Phase Transition for Opinion Dynamics with Competing Biases AAAI 2026
Prometheus: Unsupervised Discovery of Phase Transitions and Order Parameters in the 2D Ising Model Using Variational Autoencoders (Student Abstract) AAAI 2026
Uncertainty-Aware Routing for Principled Alignment with MoE Dynamics ACL 2026
Language Models Grow Less Humanlike beyond Phase Transition ACL 2025
From Sparse to Dense Functional Data in High Dimensions: Revisiting Phase Transitions from a Non-Asymptotic Perspective JMLR 2025
M^3-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation CVPR 2025
Understanding the Expressivity and Trainability of Fourier Neural Operator: A Mean-Field Perspective NIPS 2024
How Sparse Can We Prune A Deep Network: A Fundamental Limit Perspective NIPS 2024
A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention NIPS 2024
Grokking phase transitions in learning local rules with gradient descent JMLR 2024
Cascade of phase transitions in the training of energy-based models NIPS 2024
Low-degree phase transitions for detecting a planted clique in sublinear time COLT 2024
Risk-Sensitive Online Algorithms (Extended Abstract) COLT 2024
Phase Transitions in the Detection of Correlated Databases ICML 2023
TP-Detector: Detecting Turning Points in the Engineering Process of Large-scale Projects EMNLP 2023
Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer NIPS 2023
Sharp thresholds in inference of planted subgraphs COLT 2023
Contextual Stochastic Block Model: Sharp Thresholds and Contiguity JMLR 2023
A High-dimensional Convergence Theorem for U-statistics with Applications to Kernel-based Testing COLT 2023
Phase transitions in when feedback is useful NIPS 2022
Statistical and Computational Phase Transitions in Group Testing COLT 2022
Statistical and computational thresholds for the planted k-densest sub-hypergraph problem AISTATS 2022
Mappings for Marginal Probabilities with Applications to Models in Statistical Physics JMLR 2022
Multiway Spherical Clustering via Degree-Corrected Tensor Block Models AISTATS 2022