Bettina Messmer
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
👥
Mega-Team · Civilization
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Optimization & Theory · Machine Learning
(2)
Application Areas
(1)
Core Methods
(1)
Generation
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
representation learning
(1)
neural network optimization
(1)
gradient descent
(1)
alternating minimization
(1)
bilevel optimization
(1)
adam optimizer
(1)
weight decay
(1)
learning rate warmup
(1)
gpt training
(1)
multilingual language model
(1)
large language model
(1)
critical batch size
(1)
responsible artificial intelligence
(1)
adamw optimizer
(1)
data compliance
(1)
goldfish objective
(1)
mixture-of-experts
(1)
adam
(1)
router
(1)
generalist
(1)
Papers
Apertus: Democratizing Open and Compliant LLMs for Global Language Environments
ACL 2026
On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialists
ICML 2025
Analyzing & Reducing the Need for Learning Rate Warmup in GPT Training
NeurIPS 2024
Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks
ICML 2024