Machine learning techniques for classifying document data objects
US-12579179-B2 · Mar 17, 2026 · US
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Halperin Eran patents
Halperin Eran is listed as an inventor on 30 patents in our database. Major assignees and classification codes are summarized below.
| Metric | Value |
|---|---|
| Inventor | Halperin Eran |
| Total patents | 30 |
| First publication | Sep 15, 2022 |
| Latest publication | Mar 17, 2026 |
Notable patents
Publications ranked by popularity score, then publication date.
Retinal disease biomarker prediction by stacking slices of 3D OCT image to reshape into 2D image and applying trained feature extractor and CNN
US-12499535-B2 · Dec 16, 2025 · US
Time-based explainability scheme for machine learning models
US-2025363414-A1 · Nov 27, 2025 · US
User interface and natural language interface for predictive models
US-2025335215-A1 · Oct 30, 2025 · US
Natural language interface for predictive models
US-2025335744-A1 · Oct 30, 2025 · US
Generation of synthetic question-answer pairs using a document classifier and classification explainer
US-12443800-B2 · Oct 14, 2025 · US
Machine learning techniques for synthesizing multi-modal datasets
US-2025259050-A1 · Aug 14, 2025 · US
Systems and methods for intelligent model training using relevant data objects
US-2025245559-A1 · Jul 31, 2025 · US
Optimizing embedding using dimension attention for contrastive learning
US-2025200427-A1 · Jun 19, 2025 · US
Systems and methods for processing machine learning language model classification outputs via text block masking
US-12272168-B2 · Apr 8, 2025 · US
Recent patents
Latest publications not already listed above.
Data imputation of unknown-unknown data and use thereof
US-2025086501-A1 · Mar 13, 2025 · US
Machine learning techniques for classifying document data objects
US-2025068671-A1 · Feb 27, 2025 · US
Training and tuning of large language models for generating domain-specific predictions
US-2025068903-A1 · Feb 27, 2025 · US
Machine learning model training for improving anomaly detection
US-2024320546-A1 · Sep 26, 2024 · US
Optimized latent missing feature detection for machine learning models
US-2024265304-A1 · Aug 8, 2024 · US
Generation of synthetic question-answer pairs using a document classifier and classification explainer
US-2024256782-A1 · Aug 1, 2024 · US
Systems and methods for utilizing topic models to weight mixture-of-experts for improvement of language modeling
US-2024211687-A1 · Jun 27, 2024 · US
Composite training techniques for machine learning models
US-2024169267-A1 · May 23, 2024 · US
Application of personalized sensor-based risk profiles for impacts of external events
US-2024170160-A1 · May 23, 2024 · US
Temporal sequence causal transformer machine learning model
US-2024169264-A1 · May 23, 2024 · US
Data imputation using an interconnected variational autoencoder model
US-2024169185-A1 · May 23, 2024 · US
Methods, apparatuses and computer program products for generating predicted multi-drug contraindication data objects
US-2024153605-A1 · May 9, 2024 · US
Machine learning training approach for a multitask predictive domain
US-2024095583-A1 · Mar 21, 2024 · US
Processing different timescale data utilizing a model
US-2024095591-A1 · Mar 21, 2024 · US
Individualized classification thresholds for machine learning models
US-2024070533-A1 · Feb 29, 2024 · US
Individualized classification thresholds for machine learning models
US-2024070534-A1 · Feb 29, 2024 · US
Temporal data augmentation and prediction using multi-stage machine-learning based models
US-2024062864-A1 · Feb 22, 2024 · US
Systems and methods for processing machine learning language model classification outputs via text block masking
US-2023334887-A1 · Oct 19, 2023 · US
Biomarker Prediction Using Optical Coherence Tomography
US-2023045859-A1 · Feb 16, 2023 · US
Systems and Methods for Imputing Real-Time Physiological Signals
US-2022287648-A1 · Sep 15, 2022 · US
Major assignees
Companies most often associated with this inventor's publications.
| Assignee | Patents |
|---|---|
| Unitedhealth Group Inc | 14 |
| Optum Inc | 13 |
| Univ California | 3 |
| Doheny Eye Inst | 2 |
Top CPC classifications
Most common classification codes across this inventor's patents.
| CPC | Patents |
|---|---|
| G06N20/00 | 17 |
| G06N3/045 | 7 |
| G16H50/20 | 6 |
| G06N3/0455 | 6 |
| G06N3/08 | 5 |