Julien Siems

5 papers · 2020–2025 · 4 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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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

ICLR (2) AAAI (1) IJCAI (1) NeurIPS (1)

Top co-authors

Jakob Heiss (2) Sven Seuken (2) Frank Hutter (2) Jakob Weissteiner (2) Arber Zela (2) Martin Genzel (1) Winfried Ripken (1) Massimiliano Pontil (1) Jörg K.H. Franke (1) Johannes Otterbach (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Deep Learning (3) Optimization & Theory (3) Architectures (2) Core AI (2) Core Methods (2) Techniques (2) Mathematics & Optimization (1) Bayesian & Probabilistic (1) Learning Paradigms (1) Optimization (1)

Keywords

preference elicitation (2) combinatorial auction (2) uncertainty quantification (1) neural architecture search (1) feature correlation (1) mechanism design (1) model uncertainty (1) resource allocation (1) weight sharing (1) bayesian optimization (1) hyperparameter tuning (1) generalized additive model (1) winner determination (1) state tracking (1) neural network (1) linear recurrent neural network (1) allocative efficiency (1) one-shot learning (1) parity task (1) sequence modeling (1)

Papers

Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues ICLR 2025 Bayesian Optimization-Based Combinatorial Assignment AAAI 2023 Curve Your Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models NeurIPS 2023 Monotone-Value Neural Networks: Exploiting Preference Monotonicity in Combinatorial Assignment IJCAI 2022 NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search ICLR 2020