conftrace_

Application Areas

34,437 papers (4 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Domain Adaptation (9,897) Efficient Computing (8,226) Data Augmentation (3,648) Fairness (3,574) Knowledge Distillation (3,219) Privacy (3,022) Domain Generalization (1,972) Model Compression (1,736) Risk Management (1,119) Model Merging (592) Recommender Systems (343) Information Retrieval (249) Text Classification (144) Text Processing (2)

Papers per year

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19

24

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26

35

42

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142

116

147

330

517

1,020

1,828

2,498

3,411

3,854

5,063

6,422

7,176

1,666

2000

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Papers (including subtopics)

Open Problem: Risk of Ruin in Multiarmed Bandits COLT 2019 Optimal Auctions through Deep Learning ICML 2019 Optimal Noise-Adding Mechanism in Additive Differential Privacy AISTATS 2019 Optimal Pricing in Repeated Posted-Price Auctions with Different Patience of the Seller and the Buyer NeurIPS 2019 Optimal Transport for Multi-source Domain Adaptation under Target Shift AISTATS 2019 Optimization with Non-Differentiable Constraints with Applications to Fairness, Recall, Churn, and Other Goals JMLR 2019 Optimizing Generalized Rate Metrics with Three Players NeurIPS 2019 Optimizing Speech-Input Length for Speaker-Independent Depression Classification Interspeech 2019 Optimizing Voice Activity Detection for Noisy Conditions Interspeech 2019 Outlier Detection for Improved Data Quality and Diversity in Dialog Systems NAACL 2019 Outlier-robust estimation of a sparse linear model using ℓ_1-penalized Huber's M-estimator NeurIPS 2019 Overcoming Catastrophic Forgetting During Domain Adaptation of Neural Machine Translation NAACL 2019 Overcoming Multi-model Forgetting ICML 2019 Overview of the 6th Workshop on Asian Translation EMNLP 2019 PANLP at MEDIQA 2019: Pre-trained Language Models, Transfer Learning and Knowledge Distillation ACL 2019 Paradoxes in Fair Machine Learning NeurIPS 2019 Parallel Corpus Filtering Based on Fuzzy String Matching ACL 2019 Parameter efficient training of deep convolutional neural networks by dynamic sparse reparameterization ICML 2019 Parameter-Efficient Transfer Learning for NLP ICML 2019 Parameter Enhancement for MELP Speech Codec in Noisy Communication Environment Interspeech 2019 Parametric Noise Injection: Trainable Randomness to Improve Deep Neural Network Robustness Against Adversarial Attack CVPR 2019 Pareto-Optimal Allocation of Indivisible Goods with Connectivity Constraints AAAI 2019 Park: An Open Platform for Learning-Augmented Computer Systems NeurIPS 2019 Partially Encrypted Deep Learning using Functional Encryption NeurIPS 2019 Path-Specific Counterfactual Fairness AAAI 2019