danielsaggau
Statistician interested in computational statistics, information theory and foundational machine learning.
ZEISS ZDPMunich, Germany
Pinned Repositories
acl2022-self-contrastive-decorrelation
Source code for ACL 2022 paper "Self-contrastive Decorrelation for Sentence Embeddings".
AI-labour
Methods and Tools for Data Science Term Paper: Coding chunks for individual research project on Text Mining for Twitter Data
awesome-colab-notebooks
Collection of google colaboratory notebooks for fast and easy experiments
causal-dyna-fair
Code for ICML 2020 paper Causal Modeling for Fairness In Dynamical Systems
causal_ml
Repo for essay on structural causal models
Counterfactual-StoryRW
code and data for EMNLP-19 paper "Counterfactual Story Reasoning and Generation" https://arxiv.org/abs/1909.04076
danielsaggau
Elections-Belarus
Project for Machine Learning for Economics
IR_LDC
Master Thesis
mlr3book
Online version of Bischl, B., Sonabend, R., Kotthoff, L., & Lang, M. (Eds.). (2024). "Applied Machine Learning Using mlr3 in R". CRC Press.
danielsaggau's Repositories
danielsaggau/Elections-Belarus
Project for Machine Learning for Economics
danielsaggau/acl2022-self-contrastive-decorrelation
Source code for ACL 2022 paper "Self-contrastive Decorrelation for Sentence Embeddings".
danielsaggau/AI-labour
Methods and Tools for Data Science Term Paper: Coding chunks for individual research project on Text Mining for Twitter Data
danielsaggau/awesome-colab-notebooks
Collection of google colaboratory notebooks for fast and easy experiments
danielsaggau/causal-dyna-fair
Code for ICML 2020 paper Causal Modeling for Fairness In Dynamical Systems
danielsaggau/causal_ml
Repo for essay on structural causal models
danielsaggau/danielsaggau
danielsaggau/deep_unsupervised_learning
This repo examines different decoding schemes for conditional text generation. Specifically I look at counterfactual reasoning, adductive reasoning and text summarization.
danielsaggau/IR_LDC
Master Thesis
danielsaggau/LDSI_Project
Project on language models for legal text generation
danielsaggau/deep-learning-for-nlp
Coding Chunks for Deep Learning for NLP + Summary of the Slides
danielsaggau/deepdream
danielsaggau/delayedimpact
Code for reproducing results in Delayed Impact of Fair Machine Learning (Liu et al 2018)
danielsaggau/DICE
Tutorial for Dice Package
danielsaggau/dojo
danielsaggau/lex-glue
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English
danielsaggau/Machine-Learning-Applications-to-Economic-Research
Class Project - Individual Paper Review
danielsaggau/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"
danielsaggau/notebooks
Notebooks using the Hugging Face libraries 🤗
danielsaggau/PromCSE
Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning
danielsaggau/reddit_stock_prediction
stock market prediction
danielsaggau/saggau_automl_ws21
Repo for AUTOML Course
danielsaggau/sentiment_analysis
danielsaggau/SimCSE
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
danielsaggau/ss22
danielsaggau/time-to-event-ml-ME
Model Evaluation for time to event studies
danielsaggau/time_series
Coding Sample: Multivariate Time Series Analysis
danielsaggau/unsup_gen_for_cms_reasoning
danielsaggau/whynot
A Python sandbox for decision making in dynamics
danielsaggau/XAI