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07/07/2023
Scalable Membership Inference Attacks via Quantile Regression
Membership inference attacks are designed to determine, using black box ...
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03/06/2023
Improved Differentially Private Regression via Gradient Boosting
We revisit the problem of differentially private squared error linear re...
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09/15/2022
Private Synthetic Data for Multitask Learning and Marginal Queries
We provide a differentially private algorithm for producing synthetic da...
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02/25/2022
MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation
Large-scale e-commercial platforms in the real-world usually contain var...
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02/09/2022
Spectrally Adaptive Common Spatial Patterns
The method of Common Spatial Patterns (CSP) is widely used for feature e...
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03/02/2021
Fast Adaptation with Linearized Neural Networks
The inductive biases of trained neural networks are difficult to underst...
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06/11/2020
Deep Transfer Learning with Ridge Regression
The large amount of online data and vast array of computing resources en...
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10/21/2019
Improving Style Transfer with Calibrated Metrics
Style transfer methods produce a transferred image which is a rendering ...
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05/27/2019
An Empirical Study on Post-processing Methods for Word Embeddings
Word embeddings learnt from large corpora have been adopted in various a...
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10/29/2018
A Simple Recurrent Unit with Reduced Tensor Product Representations
idely used recurrent units, including Long-short Term Memory (LSTM) and ...
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10/29/2018
Learning Distributed Representations of Symbolic Structure Using Binding and Unbinding Operations
Widely used recurrent units, including Long-short Term Memory (LSTM) and...
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10/02/2018
Improving Sentence Representations with Multi-view Frameworks
Multi-view learning can provide self-supervision when different views ar...
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09/08/2018
Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning
The encoder-decoder models for unsupervised sentence representation lear...
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05/18/2018
Multi-view Sentence Representation Learning
Multi-view learning can provide self-supervision when different views ar...
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03/31/2018
Quantitative Evaluation of Style Transfer
Style transfer methods produce a transferred image which is a rendering ...
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01/05/2018
Improved Style Transfer by Respecting Inter-layer Correlations
A popular series of style transfer methods apply a style to a content im...
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10/28/2017
Exploring Asymmetric Encoder-Decoder Structure for Context-based Sentence Representation Learning
Context information plays an important role in human language understand...
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06/09/2017
Trimming and Improving Skip-thought Vectors
The skip-thought model has been proven to be effective at learning sente...
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06/09/2017
Rethinking Skip-thought: A Neighborhood based Approach
We study the skip-thought model with neighborhood information as weak su...
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11/23/2015