OOIR: Observatory of International Research

Papers

(The H4-Index of Machine Learning is 30. 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 2022-06-01 to 2026-06-01.)

Article	Citations
The role of mutual information in variational classifiers	291
Meta-learning for heterogeneous treatment effect estimation with closed-form solvers	251
Fairness seen as global sensitivity analysis	227
Automated imbalanced classification via layered learning	131
SETAR-Tree: a novel and accurate tree algorithm for global time series forecasting	117
Robust reputation independence in ranking systems for multiple sensitive attributes	98
Maximum causal entropy inverse constrained reinforcement learning	92
Semantic-enhanced graph neural networks with global context representation	75
Resolving power: a general approach to compare the distinguishing ability of threshold-free evaluation metrics	63
Correction to: Segmentation and feature extraction-based classification of pavement damages using hybrid computer vision and machine learning approaches	59
Compositional scene modeling with global object-centric representations	57
Spike2CGR: an efficient method for spike sequence classification using chaos game representation	56
Adapting performance metrics for ordinal classification to interval scale: length matters	47
Evaluating line-level localization ability of learning-based code vulnerability detection models	46
MultiScale Knowledge Distillation	46
Parameter identifiability of a deep feedforward ReLU neural network	45
Learning to bid and rank together in recommendation systems	43
Performative Prediction in the Wild: Adapting to Arbitrary Data Distribution Maps	43
PrunePrivyTune: Accelerating Language Models with Pruning and Differentially Private Fine-Tuning	41
Differentially-private data synthetisation for efficient re-identification risk control	40
GENs: generative encoding networks	37
Extended UCB Policies for Multi-armed Bandit Problems	37
LaMMOn: language model combined graph neural network for multi-target multi-camera tracking in online scenarios	34
Expanding Domain Generalization Theory: Error Bound Beyond Convex Combination Assumption	33
An accelerated proximal algorithm for regularized nonconvex and nonsmooth bi-level optimization	33

Masked autoencoder for multiagent trajectories	33
Towards accurate knowledge transfer via target-awareness representation disentanglement	33
Trimming stability selection increases variable selection robustness	32
A calibration test for evaluating set-based epistemic uncertainty representations	30
Invariant representation learning via decoupling style and spurious features	30