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Transfer Learning

8,166 papers

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Papers

Constrained Density Matching and Modeling for Cross-lingual Alignment of Contextualized Representations ACML 2022
A Bayesian Model for Online Activity Sample Sizes AISTATS 2022
Certifiably Robust Variational Autoencoders AISTATS 2022
A Class of Geometric Structures in Transfer Learning: Minimax Bounds and Optimality AISTATS 2022
Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge AISTATS 2022
Meta Learning MDPs with linear transition models AISTATS 2022
Transfer Learning with Gaussian Processes for Bayesian Optimization AISTATS 2022
On the Assumptions of Synthetic Control Methods AISTATS 2022
GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL AISTATS 2022
Hierarchical Bayesian Bandits AISTATS 2022
Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm AISTATS 2022
Structured Multi-task Learning for Molecular Property Prediction AISTATS 2022
Can Functional Transfer Methods Capture Simple Inductive Biases? AISTATS 2022
Efficient Methods for Online Multiclass Logistic Regression ALT 2022
Leveraging Initial Hints for Free in Stochastic Linear Bandits ALT 2022
Causal Structure Discovery between Clusters of Nodes Induced by Latent Factors CLEAR 2022
A Multivariate Causal Discovery based on Post-Nonlinear Model CLEAR 2022
Integrative $R$-learner of heterogeneous treatment effects combining experimental and observational studies CLEAR 2022
How to Parse a Creole: When Martinican Creole Meets French COLING 2022
When the Student Becomes the Master: Learning Better and Smaller Monolingual Models from mBERT COLING 2022
CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge Distillation COLING 2022
Language Branch Gated Multilingual Neural Machine Translation COLING 2022
PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling COLING 2022
Belief Revision Based Caption Re-ranker with Visual Semantic Information COLING 2022
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation COLING 2022