Mounia Lalmas

4 papers · 2020–2022 · 3 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) AISTATS (1) UAI (1)

Top co-authors

Zhenwen Dai (2) Lucas Maystre (1) Rishabh Mehrotra (1) Ciarán Gilligan-Lee (1) Olivier Jeunen (1) Nagarjuna Kumarappan (1) Judith Bütepage (1) Ghazal Fazelnia (1) Federico Tomasi (1) Praveen Chandar (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core Methods (2) Learning Paradigms (2) Learning Types (2) Optimization & Theory (2) Deep Learning (1) Knowledge & Reasoning (1) Mathematics & Optimization (1) Core AI (1) Models (1) Optimization (1) Reasoning (1)

Keywords

causal inference (1) model selection (1) variational inference (1) importance sampling (1) amortized inference (1) probabilistic model (1) noisy label (1) structural causal model (1) unobserved confounder (1) treatment effect (1) message passing algorithm (1) heterogeneous treatment effect (1) a/b testing (1) online experimentation (1) dynamic topic modeling (1) label denoising (1) automated online experimentation (1) bayesian surrogate model (1) collaborative classification (1) word correlation (1)

Papers

Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders NeurIPS 2022 Efficient inference for dynamic topic modeling with large vocabularies UAI 2022 Collaborative Classification from Noisy Labels AISTATS 2021 Model Selection for Production System via Automated Online Experiments NeurIPS 2020