Gregory Dexter
7 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (20)
π
Cross-Pollinator
(9)
π₯
Mega-Team
(20)
π₯
Unstoppable
(5)
Conferences
NIPS (3)
EMNLP (1)
ICLR (1)
ICML (1)
JMLR (1)
Top co-authors
Research topics
Keywords
interior point method
(2)
linear programming
(2)
model quantization
(1)
convex optimization
(1)
logistic regression
(1)
k-means clustering
(1)
sparse representation
(1)
knowledge distillation
(1)
sample complexity
(1)
efficient computing
(1)
inverse reinforcement learning
(1)
reward function
(1)
conjugate gradient
(1)
logistic loss
(1)
continuous state space
(1)
coreset construction
(1)
space complexity
(1)
streaming algorithm
(1)
approximation algorithm
(1)
lower bound
(1)
Papers
Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems
EMNLP 2025
The Space Complexity of Approximating Logistic Loss
NIPS 2024
A Precise Characterization of SGD Stability Using Loss Surface Geometry
ICLR 2024
Sketching Algorithms for Sparse Dictionary Learning: PTAS and Turnstile Streaming
NIPS 2023
On the Convergence of Inexact Predictor-Corrector Methods for Linear Programming
ICML 2022
Faster Randomized Interior Point Methods for Tall/Wide Linear Programs
JMLR 2022
Inverse Reinforcement Learning in a Continuous State Space with Formal Guarantees
NIPS 2021