Jason LeeAn Introduction to Counterfactual ExplanationsWhat are counterfactual explanations, and how can they increase trust in machine learning models?2d ago
Joshua Banks Mailman, Ph.D.inTowards Data ScienceCounterfactuals in Language AIwith open source language models and LLMsJul 23
David Vengerovintech-at-instacartUsing Contextual Bandit models in large action spaces at InstacartDavid Vengerov, Vinesh Gudla, Tejaswi Tenneti, Haixun Wang, Kourosh HakhamaneshiJun 15, 2023Jun 15, 2023
Julien delaunayTransparency in AI: Does it Makes Sense to Explain a Black Box with Another Black Box?In the fascinating field of counterfactual explanations for machine learning models, particularly for natural language processing (NLP)…4d ago4d ago
Patrick AltmeyerinTowards Data ScienceECCCos from the Black BoxFaithful model explanations through energy-based conformal counterfactualsFeb 8Feb 8
Jason LeeAn Introduction to Counterfactual ExplanationsWhat are counterfactual explanations, and how can they increase trust in machine learning models?2d ago
Joshua Banks Mailman, Ph.D.inTowards Data ScienceCounterfactuals in Language AIwith open source language models and LLMsJul 23
David Vengerovintech-at-instacartUsing Contextual Bandit models in large action spaces at InstacartDavid Vengerov, Vinesh Gudla, Tejaswi Tenneti, Haixun Wang, Kourosh HakhamaneshiJun 15, 2023
Julien delaunayTransparency in AI: Does it Makes Sense to Explain a Black Box with Another Black Box?In the fascinating field of counterfactual explanations for machine learning models, particularly for natural language processing (NLP)…4d ago
Patrick AltmeyerinTowards Data ScienceECCCos from the Black BoxFaithful model explanations through energy-based conformal counterfactualsFeb 8
SynthefyPractical Use Cases of Synthetic Time Series DataSynthetic time series data is becoming an essential tool for businesses that rely on large-scale data analysis and forecasting. It enables…Aug 28
Edison ZhouA Realistic Axis Victory (Part 1: 1942)Counterfactual divergence in 1942, WW2, Germany.Oct 23
Maham HarooninTowards Data ScienceExploring Counterfactual Insights: From Correlation to Causation in Data AnalysisUse of counterfactuals for informed decision-making in data scienceOct 6, 20231
