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Markus Weimer

9 papers · 2007–2023 · 6 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+5 more ↓ 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Full πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
🌱 Topic Pioneer 🌟 Keyword Trendsetter Combo (3) πŸ† Keyword Champion 🧭 Keyword Pioneer πŸ“ˆ Trend Setter

Venues

AISTATS (2) NeurIPS (2) OSDI (2) ACL (1) ICLR (1) Interspeech (1)

Top co-authors

Matteo Interlandi (2) Alexandros Karatzoglou (2) Alex J. Smola (2) Shaofei Zhang (1) Greg Newby (1) Saeed Amizadeh (1) Martin Zinkevich (1) Byung-gon Chun (1) Marco Domenico Santambrogio (1) Lihong Li (1)

Research topics

Machine Learning (7) Deep Learning (4) Optimization & Theory Β· Machine Learning (4) Application Areas (3) Core Methods (3) Data Science & Analytics (2) Mathematics & Optimization (2) Applications (2) Optimization (2) Optimization & Theory Β· Deep Learning (2) Artificial Intelligence (1) Speech & Audio (1) Architectures (1) Core AI (1) Models (1)

Keywords

recommender system (2) collaborative filtering (2) matrix factorization (2) stochastic gradient descent (1) model serving (1) learning to rank (1) structured prediction (1) convergence analysis (1) distributed learning (1) distributed computing (1) maximum margin (1) parallel computing (1) speech synthesis (1) structured output prediction (1) feature extraction (1) strong convexity (1) parallel optimization (1) parallel machine learning (1) collaborative ranking (1) representation learning (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 NeurIPS 2010 Automatically Assessing the Post Quality in Online Discussions on Software ACL 2007 COFI RANK - Maximum Margin Matrix Factorization for Collaborative Ranking NeurIPS 2007