Co-occurring keywords · papers mentioning both
Papers
Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers
JMLR 2025
Privacy Amplification Through Synthetic Data: Insights from Linear Regression
ICML 2025
Robustness Auditing for Linear Regression: To Singularity and Beyond
ICLR 2025
Sample Complexity of Linear Regression Models for Opinion Formation in Networks
AAAI 2025
SAND: One-Shot Feature Selection with Additive Noise Distortion
ICML 2025
SlimLLM: Accurate Structured Pruning for Large Language Models
ICML 2025
Streaming Algorithms For ℓ_p Flows and ℓ_p Regression
ICLR 2025
Superiority of Multi-Head Attention: A Theoretical Study in Shallow Transformers in In-Context Linear Regression
AISTATS 2025
Task Descriptors Help Transformers Learn Linear Models In-Context
ICLR 2025
Task Shift: From Classification to Regression in Overparameterized Linear Models
AISTATS 2025
Transformers Learn to Implement Multi-step Gradient Descent with Chain of Thought
ICLR 2025
Uniform Mean Estimation for Heavy-Tailed Distributions via Median-of-Means
ICML 2025
Unsupervised Automatic Short Answer Grading and Essay Scoring: A Weakly Supervised Explainable Approach
ACL 2025
A Bit of a Problem: Measurement Disparities in Dataset Sizes across Languages
COLING 2024
Adapting Nine Traditional Text Readability Measures into Sesotho
COLING 2024
Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning
JMLR 2024
Agnostic Sample Compression Schemes for Regression
ICML 2024
A Statistical Theory of Regularization-Based Continual Learning
ICML 2024
CausalLM is not optimal for in-context learning
ICLR 2024
Correlated Noise Provably Beats Independent Noise for Differentially Private Learning
ICLR 2024
Design of a Data-driven Intervention Dashboard for SDG Localization
IJCAI 2024
Differentially private methods for managing model uncertainty in linear regression
JMLR 2024
Dropout Regularization Versus l2-Penalization in the Linear Model
JMLR 2024
Emergence of heavy tails in homogenized stochastic gradient descent
NeurIPS 2024
EM for Mixture of Linear Regression with Clustered Data
AISTATS 2024