Nicholas Roberts
9 papers · 2018–2025 · 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 ↓+3 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (32) 🐣 Hot Topic Early Bird
🔥
Unstoppable · Bronze
🗃️
Keyword Collector
(53)
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(7)
Learning Types · Machine Learning
(7)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Optimization & Theory · Machine Learning
(3)
Natural Language Processing
(2)
Core Methods
(2)
Learning Paradigms
(2)
Models
(2)
Optimization & Theory · Deep Learning
(2)
Resources & Methods
(2)
Techniques
(2)
Architectures
(1)
Keywords
weak supervision
(3)
automated machine learning
(2)
language model
(2)
neural architecture search
(2)
transfer learning
(2)
benchmark suite
(1)
online learning
(1)
zero-shot learning
(1)
data augmentation
(1)
knowledge distillation
(1)
language model training
(1)
few-shot learning
(1)
domain adaptation
(1)
instruction tuning
(1)
frechet mean
(1)
multi-class classification
(1)
convolutional neural network
(1)
partial differential equation
(1)
metric learning
(1)
image classification
(1)
Papers
Compute Optimal Scaling of Skills: Knowledge vs Reasoning
ACL 2025
Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks
NeurIPS 2024
Generative Modeling Helps Weak Supervision (and Vice Versa)
ICLR 2023
Geometry-Aware Adaptation for Pretrained Models
NeurIPS 2023
Skill-it! A data-driven skills framework for understanding and training language models
NeurIPS 2023
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels
NeurIPS 2022
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks
NeurIPS 2022
Rethinking Neural Operations for Diverse Tasks
NeurIPS 2021
Learning from discriminative feature feedback
NeurIPS 2018