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Papers
From Logistic Regression to the Perceptron Algorithm: Exploring Gradient Descent with Large Step Sizes
AAAI 2025
Gradient Descent Converges Arbitrarily Fast for Logistic Regression via Large and Adaptive Stepsizes
ICML 2025
Grokking at the Edge of Linear Separability
ICML 2025
How Well Can Transformers Emulate In-Context Newton’s Method?
AISTATS 2025
KEC_AI_ZEROWATTS@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian languages
NAACL 2025
Learning sparse generalized linear models with binary outcomes via iterative hard thresholding
COLT 2025
LinguAIsts@DravidianLangTech 2025: Abusive Tamil and Malayalam Text targeting Women on Social Media
NAACL 2025
Mixed-Feature Logistic Regression Robust to Distribution Shifts
AISTATS 2025
MODL: Multilearner Online Deep Learning
AISTATS 2025
Near-Polynomially Competitive Active Logistic Regression
AISTATS 2025
nits_teja_srikar at GenAI Detection Task 2: Distinguishing Human and AI-Generated Essays Using Machine Learning and Transformer Models
COLING 2025
Pairwise Maximum Likelihood For Multi-Class Logistic Regression Model With Multiple Rare Classes
ICML 2025
Probing Neural Network Generalization using Default Patterns
NAACL 2025
RMKMavericks@DravidianLangTech 2025: Emotion Mining in Tamil and Tulu Code-Mixed Text: Challenges and Insights
NAACL 2025
Staging Liver Fibrosis with Hepatic Perivascular Adipose Tissue as a CT Biomarker
MIDL 2025
TensorTalk@DravidianLangTech 2025: Sentiment Analysis in Tamil and Tulu using Logistic Regression and SVM
NAACL 2025
The Alchemy of Thought: Understanding In-Context Learning Through Supervised Classification
IJCNLP 2025
Universality of High-Dimensional Logistic Regression and a Novel CGMT under Dependence with Applications to Data Augmentation
COLT 2025
Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning
JMLR 2024
AIRI NLP Team at EHRSQL 2024 Shared Task: T5 and Logistic Regression to the Rescue
NAACL 2024
An information-theoretic lower bound in time-uniform estimation
COLT 2024
A Provably Accurate Randomized Sampling Algorithm for Logistic Regression
AAAI 2024
Are Logistic Models Really Interpretable?
IJCAI 2024
Brandeis at VarDial 2024 DSL-ML Shared Task: Multilingual Models, Simple Baselines and Data Augmentation
NAACL 2024
Causal vs. Anticausal merging of predictors
NeurIPS 2024