Mounia Lalmas
4 papers · 2020–2022 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
Conferences
NIPS (2)
AISTATS (1)
UAI (1)
Top co-authors
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
NIPS 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
NIPS 2020