Instruct: Given the title of a scientific paper, retrieve paper titles that are cited by the given paper.
Query: Classification with no discrimination by preferential sampling
Classifying without discriminating
An Information-Theoretic Analysis of Thompson Sampling
On conditional parity as a notion of non-discrimination in machine learning
Benefits of Bias: Towards Better Characterization of Network Sampling
Optimal Inference in Crowdsourced Classification via Belief Propagation
Discriminative learning for differing training and test distributions
The Power of Optimization from Samples
An Empirical Evaluation of Thompson Sampling
A peek into the black box: exploring classifiers by randomization
Exposing the probabilistic causal structure of discrimination
Chapter 2 – Classifiers Based on Bayes Decision Theory
Paying Attention to Attention: Highlighting Influential Samples in Sequential Analysis
Sorting Things Out - Classification and Its Consequences
Prior-free and prior-dependent regret bounds for Thompson Sampling
On the Optimality of the Simple Bayesian Classifier under Zero-One Loss
Learning to Optimize via Information-Directed Sampling
The problem of noise in classification: Past, current and future work
Correcting sample selection bias by unlabeled data
A probabilistic method for inferring preferences from clicks
Pattern-Based Classification: A Unifying Perspective
Target classification in oceanographic SAR images with deep neural networks: Architecture and initial results
A novel composite conductive microfiltration membrane and its anti-fouling performance with an external electric field in membrane bioreactors
Discovering users' topics of interest on twitter: a first look
Reduced-Drift Virtual Gyro from an Array of Low-Cost Gyros
Addressing the Curse of Imbalanced Training Sets: One-Sided Selection