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Papers
A Phase Transition for Opinion Dynamics with Competing Biases
AAAI 2026
Information-Theoretic Thresholds for Bipartite Latent-Space Graphs Under Noisy Observations
COLT 2026
Phase Transition for Stochastic Block Model with more than $\sqrtn$ Communities
COLT 2026
Phase Transition in Convex Relaxations for Graph Alignment
COLT 2026
Phase Transition of Regret for Logistic Regression with Large Weights
ALT 2026
Prometheus: Unsupervised Discovery of Phase Transitions and Order Parameters in the 2D Ising Model Using Variational Autoencoders (Student Abstract)
AAAI 2026
Testing for a Hidden Geometry in Random Graphs
COLT 2026
Uncertainty-Aware Routing for Principled Alignment with MoE Dynamics
ACL 2026
When Does Model Multiplicity Affect Prediction Intervals? A Sharp Phase Transition
UAI 2026
Algorithm Development in Neural Networks: Insights from the Streaming Parity Task
ICML 2025
“All-Something-Nothing” Phase Transitions in Planted k-Factor Recovery (Extended Abstract)
COLT 2025
A Percolation Model of Emergence: Analyzing Transformers Trained on a Formal Language
ICLR 2025
Concept Reachability in Diffusion Models: Beyond Dataset Constraints
ICML 2025
Detecting Arbitrary Planted Subgraphs in Random Graphs
COLT 2025
Distributed Nonparametric Estimation: from Sparse to Dense Samples per Terminal
ICML 2025
From Sparse to Dense Functional Data in High Dimensions: Revisiting Phase Transitions from a Non-Asymptotic Perspective
JMLR 2025
Generalization Bounds for Canonicalization: A Comparative Study with Group Averaging
ICLR 2025
Hessian Geometry of Latent Space in Generative Models
ICML 2025
Language Models Grow Less Humanlike beyond Phase Transition
ACL 2025
M^3-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation
CVPR 2025
Maximizing the Potential of Synthetic Data: Insights from Random Matrix Theory
ICLR 2025
Multilevel Generative Samplers for Investigating Critical Phenomena
ICLR 2025
Probing the Latent Hierarchical Structure of Data via Diffusion Models
ICLR 2025
State space models, emergence, and ergodicity: How many parameters are needed for stable predictions?
L4DC 2025
A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention
NeurIPS 2024