Nicholas Roberts
9 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (7) π£ Hot Topic Early Bird π Conference Polyglot (3) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(32)
π§
Keyword Pioneer
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(50)
Conferences
NIPS (7)
ACL (1)
ICLR (1)
Top co-authors
Keywords
weak supervision
(2)
language model
(2)
transfer learning
(2)
neural architecture search
(2)
automated machine learning
(2)
benchmark suite
(1)
online learning
(1)
zero-shot learning
(1)
language model training
(1)
knowledge distillation
(1)
few-shot learning
(1)
domain adaptation
(1)
instruction tuning
(1)
multi-class classification
(1)
convolutional neural network
(1)
frechet mean
(1)
partial differential equation
(1)
metric learning
(1)
decision tree
(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
NIPS 2024
Generative Modeling Helps Weak Supervision (and Vice Versa)
ICLR 2023
Skill-it! A data-driven skills framework for understanding and training language models
NIPS 2023
Geometry-Aware Adaptation for Pretrained Models
NIPS 2023
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels
NIPS 2022
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks
NIPS 2022
Rethinking Neural Operations for Diverse Tasks
NIPS 2021
Learning from discriminative feature feedback
NIPS 2018