conftrace_

Application Areas

31,658 papers (3 classified directly here)

Subtopics

Domain Adaptation (8,962) Efficient Computing (6,898) Data Augmentation (3,720) Fairness (3,511) Knowledge Distillation (3,086) Privacy (2,847) Domain Generalization (1,834) Model Compression (1,718) Risk Management (1,064) Model Merging (558) Recommender Systems (315) Information Retrieval (244) Text Classification (139) Text Processing (5)

Papers per year

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Papers (including subtopics)

Gradual Domain Adaptation without Indexed Intermediate Domains NIPS 2021
Functionally Regionalized Knowledge Transfer for Low-resource Drug Discovery NIPS 2021
Diversity Matters When Learning From Ensembles NIPS 2021
Parameter-free HE-friendly Logistic Regression NIPS 2021
AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks NIPS 2021
Scaling Vision with Sparse Mixture of Experts NIPS 2021
Two-sided fairness in rankings via Lorenz dominance NIPS 2021
Machine Learning for Variance Reduction in Online Experiments NIPS 2021
Synthetic Design: An Optimization Approach to Experimental Design with Synthetic Controls NIPS 2021
Refining Language Models with Compositional Explanations NIPS 2021
Differentially Private Federated Bayesian Optimization with Distributed Exploration NIPS 2021
ROI Maximization in Stochastic Online Decision-Making NIPS 2021
Analyzing the Confidentiality of Undistillable Teachers in Knowledge Distillation NIPS 2021
Qu-ANTI-zation: Exploiting Quantization Artifacts for Achieving Adversarial Outcomes NIPS 2021
Differentially Private Stochastic Optimization: New Results in Convex and Non-Convex Settings NIPS 2021
Data-Efficient Instance Generation from Instance Discrimination NIPS 2021
Private and Non-private Uniformity Testing for Ranking Data NIPS 2021
Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment NIPS 2021
Variational Model Inversion Attacks NIPS 2021
A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer Attacks NIPS 2021
Sparse is Enough in Scaling Transformers NIPS 2021
Parameterized Knowledge Transfer for Personalized Federated Learning NIPS 2021
Escaping Saddle Points with Compressed SGD NIPS 2021
Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking NIPS 2021
Faster Matchings via Learned Duals NIPS 2021