Prosecution Insights
Last updated: October 01, 2026

Examiner: KOIRALA, NIROJ

Tech Center 4100 • Art Units: 2129 4100

This examiner grants 0% of resolved cases

Performance Statistics

—
Allow Rate
-60.0% vs TC avg
5
Total Applications
—
Interview Lift
0
Avg Prosecution Days
Based on 0 resolved cases, 2023–2026

Rejection Statute Breakdown

15.6%
§101 Eligibility
3.1%
§102 Novelty
65.6%
§103 Obviousness
15.6%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18479283 DEVICE AND COMPUTER-IMPLEMENTED METHOD FOR MACHINE LEARNING Non-Final OA Robert Bosch GmbH
18489503 Efficient Training Mixture Calibration for Training Machine-Learned Models Non-Final OA Google LLC
18381738 MACHINE LEARNING MODEL INTERPRETABILITY FOR SEMI-SUPERVISED MULTIVARIATE ANOMALY DETECTION Non-Final OA Oracle International Corporation
18656691 AUTOMATED META-LEARNING IN CLUSTERING USING A MACHINE LEARNING CLUSTERING META LEARNING MODEL Non-Final OA International Business Machines Corporation
18496399 PRIVACY-PRESERVING ROBUST DOMAIN ADAPTATION IN EDGE ENVIRONMENTS Non-Final OA Dell Products L.P.
18484346 GENETIC ALGORITHM FOR PRUNED MODEL GENERATION Non-Final OA Dell Products L.P.

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