conftrace_

Shibal Ibrahim

3 papers · 2023–2024 · 3 conferences · across top CS/AI conferences

Achievements

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🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge

Conferences

AISTATS (1) ICML (1) NIPS (1)

Top co-authors

Kayhan Behdin (3) Rahul Mazumder (3) Natalia Ponomareva (1) Xiang Meng (1) Gabriel Afriat (1) Hussein Hazimeh (1)

Keywords

feature selection (1) gradient-based optimization (1) tree ensemble (1) gradient boosted tree (1) generalized additive model (1) random forest (1) grouped l0 regularizer (1) structural constraint (1) sparse interaction (1) interpretable modeling (1) grouped regularization (1)

Papers

End-to-end Feature Selection Approach for Learning Skinny Trees AISTATS 2024 OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization ICML 2024 GRAND-SLAMIN’ Interpretable Additive Modeling with Structural Constraints NIPS 2023