Listed by the USPTO as PAULA, CESAR B
Tech Center 2100 • Art Units: 2100 2145 2177 2178
This examiner grants 34% of resolved cases
Paula, Cesar B is assigned to Tech Center 2100 and Art Unit 2100, with 175 resolved cases. The allowance rate is 33.7%, the interview lift is 9.3%, and the median time to allowance is 1648 days. The allowance rate is substantially lower than the interview measure, while the median timing indicates a prolonged prosecution path.
The listed companies are International Business Machines Corporation, NVIDIA Corporation, and Fujifilm Corporation. The leading firms are Harrity & Harrity, LLP, Harrity & Harrity, LLP \ Qualcomm, and JCIPRNET. Practitioners should prepare for sustained claim refinement and use interviews to supplement detailed written responses, particularly when addressing difficult eligibility, prior-art, or claim-scope issues.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 17673764 | MACHINE LEARNING SYSTEM AND METHOD, INTEGRATION SERVER, INFORMATION PROCESSING APPARATUS, PROGRAM, AND INFERENCE MODEL CREATION METHOD | Final Rejection | FUJIFILM Corporation |
| 17448653 | MACHINE LEARNING COMPONENT UPDATE REPORTING IN FEDERATED LEARNING | Non-Final OA | QUALCOMM Incorporated |
| 17547122 | PERFORMING AUTOMATED TUNING OF HYPERPARAMETERS IN A FEDERATED LEARNING ENVIRONMENT | Non-Final OA | International Business Machines Corporation |
| 17537200 | TRAINING A MACHINE LEARNING MODEL USING NOISILY LABELED DATA | Non-Final OA | International Business Machines Corporation |
| 17521440 | PARALLEL PROCESSING FOR COMBINATORIAL OPTIMIZATION | Non-Final OA | NVIDIA Corporation |
| 17477370 | TRAINING OBJECT DETECTION MODELS USING TRANSFER LEARNING | Non-Final OA | NVIDIA Corporation |
| 17506895 | PREDICTION OF IMPACT TO DATA CENTER BASED ON INDIVIDUAL DEVICE ISSUE | Non-Final OA | Dell Products L.P. |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy33.7% of resolved applications examined by Cesar B Paula were allowed (175 resolved cases), compared with 38.8% across Art Unit 2100 over the last five years.
This examiner's interview lift is +9.3 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Cesar B Paula took 1,648 days on average from filing to allowance.
Cesar B Paula examines applications in Art Unit 2100 in Tech Center 2100 (Computing & Software).
