Álvaro Parafita
@aparafita.bsky.social
Senior Researcher at Barcelona Supercomputing Center | PhD in Causal Estimation with estimand-agnostic frameworks, working on Machine Learning Explainability
Github: @aparafita
Github: @aparafita
Reposted by Álvaro Parafita
Thrilled to announce that our paper “Practical do-Shapley Explanations with Estimand-Agnostic Causal Inference” has been accepted at #NeurIPS2025 with spotlight! 🎉
🔗 arxiv.org/abs/2509.20211
If you're working on #ExplainableAI, #SHAP, or #Causality, we'd love for you to check it out!
🔗 arxiv.org/abs/2509.20211
If you're working on #ExplainableAI, #SHAP, or #Causality, we'd love for you to check it out!
September 25, 2025 at 3:13 PM
Thrilled to announce that our paper “Practical do-Shapley Explanations with Estimand-Agnostic Causal Inference” has been accepted at #NeurIPS2025 with spotlight! 🎉
🔗 arxiv.org/abs/2509.20211
If you're working on #ExplainableAI, #SHAP, or #Causality, we'd love for you to check it out!
🔗 arxiv.org/abs/2509.20211
If you're working on #ExplainableAI, #SHAP, or #Causality, we'd love for you to check it out!
Thrilled to announce that our paper “Practical do-Shapley Explanations with Estimand-Agnostic Causal Inference” has been accepted at #NeurIPS2025 with spotlight! 🎉
🔗 arxiv.org/abs/2509.20211
If you're working on #ExplainableAI, #SHAP, or #Causality, we'd love for you to check it out!
🔗 arxiv.org/abs/2509.20211
If you're working on #ExplainableAI, #SHAP, or #Causality, we'd love for you to check it out!
September 25, 2025 at 3:13 PM
Thrilled to announce that our paper “Practical do-Shapley Explanations with Estimand-Agnostic Causal Inference” has been accepted at #NeurIPS2025 with spotlight! 🎉
🔗 arxiv.org/abs/2509.20211
If you're working on #ExplainableAI, #SHAP, or #Causality, we'd love for you to check it out!
🔗 arxiv.org/abs/2509.20211
If you're working on #ExplainableAI, #SHAP, or #Causality, we'd love for you to check it out!
Reposted by Álvaro Parafita
Hi, so I've spent the past almost-decade studying research uses of public social media data, like e.g. ML researchers using content from Twitter, Reddit, and Mastodon.
Anyway, buckle up this is about to be a VERY long thread with lots of thoughts and links to papers. 🧵
Anyway, buckle up this is about to be a VERY long thread with lots of thoughts and links to papers. 🧵
First dataset for the new @huggingface.bsky.social @bsky.app community organisation: one-million-bluesky-posts 🦋
📊 1M public posts from Bluesky's firehose API
🔍 Includes text, metadata, and language predictions
🔬 Perfect to experiment with using ML for Bluesky 🤗
huggingface.co/datasets/blu...
📊 1M public posts from Bluesky's firehose API
🔍 Includes text, metadata, and language predictions
🔬 Perfect to experiment with using ML for Bluesky 🤗
huggingface.co/datasets/blu...
bluesky-community/one-million-bluesky-posts · Datasets at Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
November 27, 2024 at 3:31 PM
Hi, so I've spent the past almost-decade studying research uses of public social media data, like e.g. ML researchers using content from Twitter, Reddit, and Mastodon.
Anyway, buckle up this is about to be a VERY long thread with lots of thoughts and links to papers. 🧵
Anyway, buckle up this is about to be a VERY long thread with lots of thoughts and links to papers. 🧵
Reposted by Álvaro Parafita
Reviewer 2, circa 1150
October 19, 2023 at 8:45 AM
Reviewer 2, circa 1150
Reposted by Álvaro Parafita
We're presenting, "Enhancing Interpretability using Human Similarity Judgements to Prune Word Embeddings", at the BlackboxNLP workshop in EMNLP2023. We improve prediction of human similarity judgments for co-hyponyms and provide interpretability of pruned embeddings. #MLSky #CogSci Link: t.ly/NTRRS
October 9, 2023 at 7:01 PM
We're presenting, "Enhancing Interpretability using Human Similarity Judgements to Prune Word Embeddings", at the BlackboxNLP workshop in EMNLP2023. We improve prediction of human similarity judgments for co-hyponyms and provide interpretability of pruned embeddings. #MLSky #CogSci Link: t.ly/NTRRS
Finally opened my BlueSky account!
I'm Álvaro Parafita, PhD in Causal Estimation using estimand-agnostic frameworks, with a focus on Explainability and Fairness for ML black-boxes.
See you around here!
#MLSky
I'm Álvaro Parafita, PhD in Causal Estimation using estimand-agnostic frameworks, with a focus on Explainability and Fairness for ML black-boxes.
See you around here!
#MLSky
October 10, 2023 at 10:40 AM
Finally opened my BlueSky account!
I'm Álvaro Parafita, PhD in Causal Estimation using estimand-agnostic frameworks, with a focus on Explainability and Fairness for ML black-boxes.
See you around here!
#MLSky
I'm Álvaro Parafita, PhD in Causal Estimation using estimand-agnostic frameworks, with a focus on Explainability and Fairness for ML black-boxes.
See you around here!
#MLSky