conftrace_

Yury Ustinovskiy

2 papers · 2016–2018 · 1 conference · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🏆 Keyword Champion (2)

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Conferences

ICML (2)

Top co-authors

Pavel Serdyukov (2) Boris Sharchilev (1) Gleb Gusev (1) Maarten Rijke (1) Valentina Fedorova (1)

Keywords

gradient boosted decision tree (2) model interpretability (1) label noise (1) learning to rank (1) tree ensemble (1) influence function (1) hyperparameter optimization (1) leave-one-out retraining (1)

Papers

Finding Influential Training Samples for Gradient Boosted Decision Trees ICML 2018 Meta–Gradient Boosted Decision Tree Model for Weight and Target Learning ICML 2016