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Welcome to my Github Page πŸ‘‹

I am a πŸ‡©πŸ‡ͺ / πŸ‡ΏπŸ‡¦ Statistican. I am interested in computational statistics, information theory and foundational machine learning.

Daniel Saggau 's Projects

ai-labour icon ai-labour

Methods and Tools for Data Science Term Paper: Coding chunks for individual research project on Text Mining for Twitter Data

causal-dyna-fair icon causal-dyna-fair

Code for ICML 2020 paper Causal Modeling for Fairness In Dynamical Systems

counterfactual-storyrw icon counterfactual-storyrw

code and data for EMNLP-19 paper "Counterfactual Story Reasoning and Generation" https://arxiv.org/abs/1909.04076

deep_unsupervised_learning icon deep_unsupervised_learning

This repo examines different decoding schemes for conditional text generation. Specifically I look at counterfactual reasoning, adductive reasoning and text summarization.

delayedimpact icon delayedimpact

Code for reproducing results in Delayed Impact of Fair Machine Learning (Liu et al 2018)

dice icon dice

Tutorial for Dice Package

lex-glue icon lex-glue

LexGLUE: A Benchmark Dataset for Legal Language Understanding in English

measuring-law-over-time icon measuring-law-over-time

Paper and data analysis for "Measuring Law Over Time: A network analytical framework and an application to statutes and regulations in the United States and Germany"

notebooks icon notebooks

Notebooks using the Hugging Face libraries πŸ€—

promcse icon promcse

Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning

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