Tech Center 2100 • Art Units: 2123
This examiner grants 70% of resolved cases
| App # | Title | Status | Assignee |
|---|---|---|---|
| 19313407 | SYSTEM AND METHOD FOR IMPROVING MACHINE LEARNING CLASSIFIERS USING SYNTHETIC INPUTS AND GRADIENT DIRECTION ANALYSIS | Non-Final OA | D5AI LLC |
| 17981107 | METHOD AND SYSTEM FOR LEARNING MODELS FOR A MIXTURE OF DOMAINS (MOD) | Final Rejection | Hitachi, Ltd. |
| 18192211 | MODEL TRAINING METHOD AND RELATED DEVICE | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 18318204 | TRAINING AND APPLYING A MACHINE LEARNING MODEL FOR PREDICTING POLYMER EXTRUDATE MELT PROPERTY VALUES | Non-Final OA | Chevron Phillips Chemical Company LP |
| 18172509 | CLUSTERED ENCODING AND DECODING FROM A LATENT PROBABILITY DISTRIBUTION | Final Rejection | International Business Machines Corporation |
| 17934299 | META-LEARNING OPERATION RESEARCH OPTIMIZATION | Final Rejection | Oracle International Corporation |
| 18069822 | MODAL INFORMATION COMPLETION METHOD, APPARATUS, AND DEVICE | Final Rejection | Huawei Cloud Computing Technologies Co., Ltd. |
| 18091862 | METHOD FOR GENERATING TASK MODEL BASED ON META-LEARNING, METHOD FOR GENERATING TEXT EMBEDDINGS FOR FEW-SHOT TEXT DATA, AND APPARATUS IMPLEMENTING THE SAME METHOD | Non-Final OA | SAMSUNG SDS CO., LTD. |
| 18136463 | Methods and Systems for Quantifying Uncertainty in Neural Link Predictors for Knowledge Graphs | Non-Final OA | Accenture Global Solutions Limited |
| 18116859 | METHOD AND SYSTEM OF CREATING BALANCED DATASET | Non-Final OA | L&T TECHNOLOGY SERVICES LIMITED |
| 18133755 | UNSUPERVISED PATTERN DISCOVERY USING DYNAMIC GRAPH EMBEDDINGS | Non-Final OA | Raytheon Company |
| 18355820 | MACHINE LEARNING TECHNIQUES FOR FEATURE PREDICTION BASED ON CLUSTERING USING ANCILLARY AND LOCATION DATA | Non-Final OA | UnitedHealth Group Incorporated |
| 17987141 | MACHINE LEARNING TECHNIQUES FOR PREDICTING CLASSIFICATION PROGRESSION | Final Rejection | UnitedHealth Group Incorporated |
| 18335864 | HUMAN AUGMENTATION PLATFORM USING CONTEXT, BIOSIGNALS, AND LANGUAGE MODELS | Non-Final OA | Cognixion Corporation |
| 18104325 | COMPUTER IMPLEMENTED METHOD FOR TRAINING A MODEL COMPRISING PLURALITY OF DATA SYNTHESIZERS FOR DATA SYNTHESIS WITH ENHANCED SCALABILITY AND A CORRESPONDING COMPUTER IMPLEMENTED METHOD FOR GENERATING A DATASET | Non-Final OA | YData Labs Inc |
| 17850185 | AUTOMATIC SCENARIO THRESHOLD TUNING | Final Rejection | ORACLE FINANCIAL SERVICES SOFTWARE LIMITED |
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