Markus Weimer
9 papers · 2007–2023 · 6 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (5) 🧭 Keyword Pioneer 🌍 Conference Polyglot (6)
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(16)
🏆
Keyword Champion
📈
Trend Setter
🚀
Conference Pioneer
Conferences
AISTATS (2)
NIPS (2)
OSDI (2)
ACL (1)
ICLR (1)
INTERSPEECH (1)
Top co-authors
Keywords
matrix factorization
(2)
recommender system
(2)
collaborative filtering
(2)
structured prediction
(1)
speech synthesis
(1)
convergence analysis
(1)
distributed learning
(1)
distributed computing
(1)
model serving
(1)
parallel computing
(1)
learning to rank
(1)
maximum margin
(1)
strong convexity
(1)
parallel optimization
(1)
parallel machine learning
(1)
batch optimization
(1)
hash encoding
(1)
model compilation
(1)
convergence rate
(1)
feature engineering
(1)
Papers
Large-Scale Automatic Audiobook Creation
INTERSPEECH 2023
A Tensor Compiler for Unified Machine Learning Prediction Serving
OSDI 2020
Learning To Solve Circuit-SAT: An Unsupervised Differentiable Approach
ICLR 2019
Batch-Expansion Training: An Efficient Optimization Framework
AISTATS 2018
PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems
OSDI 2018
Collaborative Filtering on a Budget
AISTATS 2010
Parallelized Stochastic Gradient Descent
NIPS 2010
Automatically Assessing the Post Quality in Online Discussions on Software
ACL 2007
COFI RANK - Maximum Margin Matrix Factorization for Collaborative Ranking
NIPS 2007