Wrap around any model to output differentially private prediction sets with finite sample validity on any dataset.
☆18Mar 3, 2024Updated 2 years ago
Alternatives and similar repositories for private_prediction_sets
Users that are interested in private_prediction_sets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Standalone implementation of Conformal Prediction and other distribution-free Machine Learning methods.☆15Aug 23, 2019Updated 6 years ago
- Code for the WWW'23 paper "Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy"☆12Feb 20, 2023Updated 3 years ago
- Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"☆89Feb 1, 2024Updated 2 years ago
- Conditional calibration of conformal p-values for outlier detection.☆39Nov 15, 2022Updated 3 years ago
- Repository to run the Tensor Convolutional Dictionary Learning with FISTA (TC-FISTA) algorithm☆12Jun 22, 2022Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆12Sep 26, 2019Updated 6 years ago
- Conformal prediction in R☆32Aug 1, 2019Updated 7 years ago
- A multi-algorithm Python framework for regularized regression☆13Oct 31, 2023Updated 2 years ago
- Julia implementation of random forests for classification and regression with conformal prediction☆16Apr 11, 2018Updated 8 years ago
- Unofficial implementation of Conformal Language Modeling by Quach et al☆29Jul 15, 2023Updated 3 years ago
- Repository for the EDBT'23 paper "Frequency Estimation of Evolving Data Under Local Differential Privacy".☆12Aug 1, 2023Updated 3 years ago
- ☆16Oct 2, 2022Updated 3 years ago
- R package to compute distribution-free prediction bands using density estimators☆11Jul 26, 2021Updated 5 years ago
- An Android app for the paranoids capable of remote SMS based device locking/wiping, faking the GPS and disabling the device cameras.☆11Dec 25, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Comparing sequential forecasters via confidence sequences & e-processes☆11Oct 24, 2023Updated 2 years ago
- Self-Distillation with weighted ground-truth targets; ResNet and Kernel Ridge Regression☆19Oct 12, 2021Updated 4 years ago
- ☆36Oct 3, 2023Updated 2 years ago
- Adaptive Conformal Prediction Intervals (ACPI) is a Python package that enhances the Predictive Intervals provided by the split conformal…☆30Mar 23, 2023Updated 3 years ago
- Code for paper "Copula-based conformal prediction for Multi-Target Regression"☆33Apr 1, 2021Updated 5 years ago
- Code accompanying the paper "Disparate Impact in Differential Privacy from Gradient Misalignment".☆11Apr 4, 2023Updated 3 years ago
- Quantifying Differential Privacy under Temporal Correlations☆12Mar 24, 2026Updated 4 months ago
- ☆28Oct 21, 2022Updated 3 years ago
- This repository contains codes for paper: Generalized Linear Bandits with Local Differential Privacy by Yuxuan Han, Zhipeng Liang, Yang W…☆16Apr 25, 2026Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Codes for "Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier"☆32Aug 19, 2021Updated 4 years ago
- ICML 2020, Estimating Generalization under Distribution Shifts via Domain-Invariant Representations☆23Jun 30, 2020Updated 6 years ago
- Software for selective inference☆18Apr 25, 2023Updated 3 years ago
- Python algorithms for regularized regression☆24Sep 7, 2015Updated 10 years ago
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆257Jan 23, 2023Updated 3 years ago
- SAP Security Research sample code to reproduce the research done in our paper "Comparing local and central differential privacy using mem…☆19May 7, 2024Updated 2 years ago
- ☆10Feb 2, 2023Updated 3 years ago
- The Full Spectrum of Deepnet Hessians at Scale: Dynamics with SGD Training and Sample Size☆19May 19, 2019Updated 7 years ago
- Compares various time-series feature sets on computational performance, within-set structure, and between-set relationships.☆11Jun 3, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- An R implementation of Models As Approximations☆12Sep 25, 2021Updated 4 years ago
- DualTrack: Sensorless 3D Ultrasound needs Local and Global Context☆20May 22, 2026Updated 2 months ago
- The Mondrian kernel is a random feature approximation to the Laplace kernel allowing fast kernel width selection.☆12Jul 21, 2016Updated 10 years ago
- Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.☆18Oct 4, 2022Updated 3 years ago
- ☆58Aug 14, 2020Updated 6 years ago
- An implementation of Self-Calibrating Conformal Prediction, accepted to Neurips 2024. SC-CP combines Venn-Abers calibration and conformal…☆14Apr 16, 2026Updated 4 months ago
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆14Jul 2, 2024Updated 2 years ago