Causal Inference for Energy Production Optimization
Published:
PhD research combining Gaussian processes and causal ML for well production prediction, resulting in patent and ICML publication
Posts by Collection
ongoing
portfolio
Marketing Campaign Recommendation System
Published:
End-to-end ML solution increasing conversion rates by 30% across 3M customers and 50M interactions
LLM Reasoning Evaluation for AI Research Labs
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Designing advanced mathematical problems to challenge frontier language models
Air France-KLM: Driving €1M Monthly Revenue with Smart Recommendations
Published:
How I helped one of Europe’s largest airlines increase conversion by 0.6% and revenue per visitor by 0.5% through intelligent flight recommendations and rigorous A/B testing
publications
Robust Prediction Interval estimation for Gaussian Processes by Cross-Validation method
Published in Arxiv, 2021
Recommended citation: Acharki, N. Bertoncello, A. and Garnier, J. (2021). "Robust Prediction Interval estimation for Gaussian Processes by Cross-Validation method." submitted to Computational Statistics and Data Analysis. Available at arXiv: 2106.05396. https://arxiv.org/abs/2106.05396
talks
Causal Inference workshop
Published:
Machine Learning Summer School MLSS 2021
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Séminaire au vert ASCII
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Young Statisticians and Probabilists 2021
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CMAP and CMLS PhD students seminar 2021
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Journée Causalité/XAI
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The Causal TAU seminar
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MASCOT-NUM 2022 annual meeting
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Greeks stochastics mu 2022: Causal Learning
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