it was fun giving a talk at MLSS 2026 in NYC. i talked about my recent efforts in "computatinalizaing" statistical and causal estimation, from learning to estimate pop. std. dev, mutual info., bayes ppd and causal effect to causal identification.
links to the slide deck and the papers below.
No Digg Deeper questions have been answered for this story yet.
slide deck: https://drive.google.com/file/d/14L5tgbg44dNAoCI29hCRo3rebeL1cJB5/view
it was fun giving a talk at MLSS 2026 in NYC. i talked about my recent efforts in "computatinalizaing" statistical and causal estimation, from learning to estimate pop. std. dev, mutual info., bayes ppd and causal effect to causal identification.
links to the slide deck and the papers below.
<Meta-Statistical learning: Supervised Learning of Statistical Estimators> with @peyrardMax at https://arxiv.org/abs/2502.12088
slide deck: https://drive.google.com/file/d/14L5tgbg44dNAoCI29hCRo3rebeL1cJB5/view
<Black Box Causal Inference: Effect Estimation via Meta Prediction> with @luciusbynum , @aahladpuli , Herrero-Quevedo, Ngyuen, Fernandez-Granda & Ranganath at https://arxiv.org/abs/2503.05985
<Multi-task Bayesian In-Context Learning> with Qingyang Zhu and @ekoermann at https://arxiv.org/abs/2606.20538
finally, our latest in this series: <Computational Identifiability> with @luciusbynum and ranganath at https://arxiv.org/abs/2606.19361
<Black Box Causal Inference: Effect Estimation via Meta Prediction> with @luciusbynum , @aahladpuli , Herrero-Quevedo, Ngyuen, Fernandez-Granda & Ranganath at https://arxiv.org/abs/2503.05985
<MIST: Mutual Information Estimation via Supervised Training> with Gritsai, @megan_richards_ , Meloux and @peyrardMax at https://arxiv.org/abs/2511.18945
<Meta-Statistical learning: Supervised Learning of Statistical Estimators> with @peyrardMax at https://arxiv.org/abs/2502.12088
<Multi-task Bayesian In-Context Learning> with Qingyang Zhu and @ekoermann at https://arxiv.org/abs/2606.20538
<MIST: Mutual Information Estimation via Supervised Training> with Gritsai, @megan_richards_ , Meloux and @peyrardMax at https://arxiv.org/abs/2511.18945
