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David Alvarez-Melis

12 papers hereh-index 7133 citations28 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author8
  • last author3

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.AI2
  • cs.CV1
  • cs.CY1
same name
  • David Alvarez-Melis — 21 papers, h 21

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

works on
data efficiency 1language models 1pretraining 1resource allocation 1scaling laws 1

From the 1 of 12 linked papers with an AI index.

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2026

Adversarial Concept Search: Predicting Compositional Errors From Feature Geometry

Jennifer Meng Lu, Ruochen Zhang, Isabelle Lee +3

Humans cannot always intuit what scenarios are most challenging to LLMs. Hoping to capture challenging edge cases, developers either design problems to be difficult for humans or c…

cs.AI2025

Decomposing Elements of Problem Solving: What "Math" Does RL Teach?

Tian Qin, Core Francisco Park, Mujin Kwun +5

Mathematical reasoning tasks have become prominent benchmarks for assessing the reasoning capabilities of LLMs, especially with reinforcement learning (RL) methods such as GRPO sho…

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