OOIR: Observatory of International Research

Papers

(The H4-Index of Machine Learning is 29. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-05-01 to 2026-05-01.)

Article	Citations
The role of mutual information in variational classifiers	285
Meta-learning for heterogeneous treatment effect estimation with closed-form solvers	238
Fairness seen as global sensitivity analysis	215
Parameter identifiability of a deep feedforward ReLU neural network	120
Automated imbalanced classification via layered learning	112
SETAR-Tree: a novel and accurate tree algorithm for global time series forecasting	95
MultiScale Knowledge Distillation	89
Robust reputation independence in ranking systems for multiple sensitive attributes	74
Maximum causal entropy inverse constrained reinforcement learning	62
Semantic-enhanced graph neural networks with global context representation	58
Correction to: Segmentation and feature extraction-based classification of pavement damages using hybrid computer vision and machine learning approaches	54
Resolving power: a general approach to compare the distinguishing ability of threshold-free evaluation metrics	54
Compositional scene modeling with global object-centric representations	46
Performative Prediction in the Wild: Adapting to Arbitrary Data Distribution Maps	44
Spike2CGR: an efficient method for spike sequence classification using chaos game representation	44
Adapting performance metrics for ordinal classification to interval scale: length matters	42
Evaluating line-level localization ability of learning-based code vulnerability detection models	41
Learning to bid and rank together in recommendation systems	40
GENs: generative encoding networks	39
Differentially-private data synthetisation for efficient re-identification risk control	39
Multi-label image classification with multi-layered multi-perspective dynamic semantic representation	36
LaMMOn: language model combined graph neural network for multi-target multi-camera tracking in online scenarios	33
Extended UCB Policies for Multi-armed Bandit Problems	33
An accelerated proximal algorithm for regularized nonconvex and nonsmooth bi-level optimization	33
Towards accurate knowledge transfer via target-awareness representation disentanglement	32

FairSwiRL: fair semi-supervised classification with representation learning	32
Masked autoencoder for multiagent trajectories	31
Expanding Domain Generalization Theory: Error Bound Beyond Convex Combination Assumption	30
A prompt-driven framework for multi-domain knowledge tracing	29