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Simulator
Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement LearningT-LSTM
Time-Aware LSTMdpgan
Source code of paper "Differentially Private Generative Adversarial Network"MoCL-DK
Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain KnowledgeSplitMix
[ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing timecdrl
Collaborative Deep Reinforcement Learningopolo-code
FADE
[KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective without adversarial or source data.FedRBN
[AAAI'23] Federated Robustness Propagation: Sharing Robustness in Heterogeneous Federated Learningrpg
Ranking Policy GradientABD
[ICML2023] Revisiting Data-Free Knowledge Distillation with Poisoned TeachersMolSearch
Implementation of MolSearch paperurgent-care-comparative
Predictive Modeling in Urgent Care - A Comparative Study of Machine Learning ApproachesFOSTER
RCA
Implementation for paper: RCA: A Deep Collaborative Autoencoder Approach for Anomaly Detectionsubspace-net
Subspace Network -- Research Paper, Supplemental, Code.fedface
Experimental pipeline for FedFace.AMTL
Asynchronous Multi-Task Learninginversion-influence-function
Official codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023DMTL-DDI
Algorithms and experimental data for the manuscript "Identifying Drug-Drug Interactions via Deep Multi-Task Learning"incomplete-multimodal-kd
ConvexClustering
source code for efficient Convex Clustering and Robust Convex Clustering.HyFL
Hybrid Federate Learning Framework for Financial Crime Detectiondp-damtl
source code of paper kdd2017-"Privacy-Preserving Distributed Multi-Task Learning with Asynchronous Updates"SAIL
Code implementation for Self-Adaptive Imitation LearningHighFrequencyTrading
A repository for sharing trading simulation codesHHNE
iMTL
interactive Multi-Task Learningmed-attack
Implementation for paper Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive ModelsNon-convex-solver-iPiano
Single_oodwatermark
PyMalsar
Python distribution of MALSAR package.discriminative-fusion
Discriminative fusion of multiple brain networksSourceCode-Multi-Modality-Disease-Modeling-CDMF
Cvx-SparsePCA
RobustUDA
PRL
Implementation of the paper: Learning Deep Neural Networks under Agnostic Corrupted Supervisionspark_recommender
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