Michael R. Metel
5 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (6) π Academic Marathon (5)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
JMLR (2)
EACL (1)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
large language model
(2)
constrained optimization
(2)
non-convex optimization
(1)
sparse optimization
(1)
lipschitz continuity
(1)
proximal gradient method
(1)
convergence guarantee
(1)
randomized smoothing
(1)
stationary point
(1)
context length
(1)
sparse training
(1)
inference acceleration
(1)
kv cache
(1)
speculative decoding
(1)
model efficiency
(1)
cosine similarity
(1)
group l0-norm
(1)
test-time scaling
(1)
self-speculative decoding
(1)
sequential reasoning
(1)
Papers
Thinking Long, but Short: Stable Sequential Test-Time Scaling for Large Reasoning Models
EACL 2026
Modified K-means Algorithm with Local Optimality Guarantees
ICML 2025
Draft on the Fly: Adaptive Self-Speculative Decoding using Cosine Similarity
EMNLP 2024
Sparse Training with Lipschitz Continuous Loss Functions and a Weighted Group L0-norm Constraint
JMLR 2023
Stochastic Proximal Methods for Non-Smooth Non-Convex Constrained Sparse Optimization
JMLR 2021