Kunle Olukotun
10 papers · 2006–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (19) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(19)
🏆
Keyword Champion
🌱
Topic Pioneer
🗃️
Keyword Collector
(50)
📈
Trend Setter
💎
Century Club
(10)
🚀
Conference Pioneer
Conferences
ICML (4)
NIPS (3)
OSDI (2)
IJCAI (1)
Top co-authors
Keywords
markov chain monte carlo
(3)
mixing time
(3)
gibbs sampling
(3)
non-convex optimization
(2)
matrix completion
(2)
stochastic gradient descent
(2)
asynchronous execution
(2)
asynchronous parallelization
(2)
bias correction
(1)
statistical query
(1)
distributed learning
(1)
multicore architectures
(1)
parallel computing
(1)
machine learning
(1)
code generation
(1)
parallel learning
(1)
map-reduce
(1)
stochastic process
(1)
graphical model
(1)
subspace tracking
(1)
Papers
Adaptive Self-improvement LLM Agentic System for ML Library Development
ICML 2025
LowRA: Accurate and Efficient LoRA Fine-Tuning of LLMs under 2 Bits
ICML 2025
Caravan: Practical Online Learning of In-Network ML Models with Labeling Agents
OSDI 2024
Flare: Optimizing Apache Spark with Native Compilation for Scale-Up Architectures and Medium-Size Data
OSDI 2018
Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling
IJCAI 2017
Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling
ICML 2016
Taming the Wild: A Unified Analysis of Hogwild-Style Algorithms
NIPS 2015
Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width
NIPS 2015
Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems
ICML 2015
Map-Reduce for Machine Learning on Multicore
NIPS 2006