Heiner Kremer

4 papers · 2022–2025 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ICML (4)

Top co-authors

Bernhard Schölkopf (3) Jia-Jie Zhu (2) Babak Rahmani (1) Mark Schöne (1) Jannes Gladrow (1) Hitesh Ballani (1) Yassine Nemmour (1) Krikamol Muandet (1) Fabian Falck (1)

Research topics

Machine Learning (4) Artificial Intelligence (2) Mathematics & Optimization (2) Core AI (2) Core Methods (2) Mathematics (2) Optimization & Theory (2) Deep Learning (1) Knowledge & Reasoning (1) Natural Language Processing (1) Architectures (1) Generation (1) Reasoning (1)

Keywords

conditional moment restriction (3) causal inference (2) optimal transport (1) maximum mean discrepancy (1) state space model (1) recurrent neural network (1) data manifold (1) instrumental variable (1) generalized method of moment (1) regular language (1) method of moment (1) empirical likelihood (1) kernel methods (1) robust machine learning (1) generalized empirical likelihood (1) neural network estimation (1) kernel method of moment (1) fixed point convergence (1) sinkhorn method of moments (1) implicit ssms (1)

Papers

Implicit Language Models are RNNs: Balancing Parallelization and Expressivity ICML 2025 Geometry-Aware Instrumental Variable Regression ICML 2024 Estimation Beyond Data Reweighting: Kernel Method of Moments ICML 2023 Functional Generalized Empirical Likelihood Estimation for Conditional Moment Restrictions ICML 2022