Search

Ephrem Alemu

Examiner (ID: 19310)

Most Active Art Unit
2821
Art Unit(s)
2821, 2722
Total Applications
780
Issued Applications
631
Pending Applications
18
Abandoned Applications
131

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 17794612 [patent_doc_number] => 20220253704 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-08-11 [patent_title] => OPTIMIZATION USING LEARNED NEURAL NETWORK OPTIMIZERS [patent_app_type] => utility [patent_app_number] => 17/665457 [patent_app_country] => US [patent_app_date] => 2022-02-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8628 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 221 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17665457 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/665457
OPTIMIZATION USING LEARNED NEURAL NETWORK OPTIMIZERS Feb 3, 2022 Pending
Array ( [id] => 17751864 [patent_doc_number] => 20220230069 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-07-21 [patent_title] => NEURAL NETWORK SPARSIFICATION DEVICE AND METHOD, AND RELATED PRODUCT [patent_app_type] => utility [patent_app_number] => 17/557802 [patent_app_country] => US [patent_app_date] => 2022-02-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 14974 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17557802 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/557802
NEURAL NETWORK SPARSIFICATION DEVICE AND METHOD, AND RELATED PRODUCT Feb 2, 2022 Pending
Array ( [id] => 18513670 [patent_doc_number] => 20230229905 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-07-20 [patent_title] => CHECKPOINT STATE STORAGE FOR MACHINE-LEARNING MODEL TRAINING [patent_app_type] => utility [patent_app_number] => 17/578326 [patent_app_country] => US [patent_app_date] => 2022-01-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10328 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 153 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17578326 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/578326
CHECKPOINT STATE STORAGE FOR MACHINE-LEARNING MODEL TRAINING Jan 17, 2022 Pending
Array ( [id] => 18407977 [patent_doc_number] => 20230169330 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-01 [patent_title] => SYSTEM AND METHOD FOR RECOMMENDING CONTENTS BASED ON DEEP NEURAL NETWORK [patent_app_type] => utility [patent_app_number] => 17/564189 [patent_app_country] => US [patent_app_date] => 2021-12-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10313 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -13 [patent_words_short_claim] => 125 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17564189 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/564189
SYSTEM AND METHOD FOR RECOMMENDING CONTENTS BASED ON DEEP NEURAL NETWORK Dec 27, 2021 Abandoned
Array ( [id] => 18454865 [patent_doc_number] => 20230196145 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-22 [patent_title] => Order-Sensitive Automated Modeling, Learning and Reasoning in Multivariate Temporal Event Streams to Enable Alerts, Detection, Prediction and Control [patent_app_type] => utility [patent_app_number] => 17/557015 [patent_app_country] => US [patent_app_date] => 2021-12-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6293 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 71 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17557015 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/557015
Order-Sensitive Automated Modeling, Learning and Reasoning in Multivariate Temporal Event Streams to Enable Alerts, Detection, Prediction and Control Dec 19, 2021 Pending
Array ( [id] => 17598301 [patent_doc_number] => 20220147875 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-05-12 [patent_title] => REMOVING LESS INFORMATIVE SAMPLES IN SEQUENTIAL DATA [patent_app_type] => utility [patent_app_number] => 17/525376 [patent_app_country] => US [patent_app_date] => 2021-11-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 2965 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -14 [patent_words_short_claim] => 224 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17525376 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/525376
REMOVING LESS INFORMATIVE SAMPLES IN SEQUENTIAL DATA Nov 11, 2021 Pending
Array ( [id] => 17854195 [patent_doc_number] => 20220284237 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-09-08 [patent_title] => RESTRICTED BOLTZMANN MACHINE BASED SOURCE-SEPARATION MODEL WITH APPLICATION TO LOAD DISAGGREGATION [patent_app_type] => utility [patent_app_number] => 17/453316 [patent_app_country] => US [patent_app_date] => 2021-11-02 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5396 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [patent_words_short_claim] => 231 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17453316 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/453316
RESTRICTED BOLTZMANN MACHINE BASED SOURCE-SEPARATION MODEL WITH APPLICATION TO LOAD DISAGGREGATION Nov 1, 2021 Pending
Array ( [id] => 17581656 [patent_doc_number] => 20220138511 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-05-05 [patent_title] => DEEP NEURAL NETWORKS VIA PROTOTYPE FACTORIZATION [patent_app_type] => utility [patent_app_number] => 17/509764 [patent_app_country] => US [patent_app_date] => 2021-10-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15141 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 194 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17509764 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/509764
DEEP NEURAL NETWORKS VIA PROTOTYPE FACTORIZATION Oct 24, 2021 Pending
Array ( [id] => 17535848 [patent_doc_number] => 20220114457 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-04-14 [patent_title] => QUANTIZATION OF TREE-BASED MACHINE LEARNING MODELS [patent_app_type] => utility [patent_app_number] => 17/498660 [patent_app_country] => US [patent_app_date] => 2021-10-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7770 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 127 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17498660 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/498660
QUANTIZATION OF TREE-BASED MACHINE LEARNING MODELS Oct 10, 2021 Abandoned
Array ( [id] => 17535790 [patent_doc_number] => 20220114399 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-04-14 [patent_title] => SYSTEM AND METHOD FOR MACHINE LEARNING FAIRNESS TESTING [patent_app_type] => utility [patent_app_number] => 17/497755 [patent_app_country] => US [patent_app_date] => 2021-10-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 27021 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 155 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17497755 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/497755
SYSTEM AND METHOD FOR MACHINE LEARNING FAIRNESS TESTING Oct 7, 2021 Pending
Array ( [id] => 18299566 [patent_doc_number] => 20230109252 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-04-06 [patent_title] => COMPUTING SYSTEMS AND METHODS FOR AMASSING AND INTERPRETING DATA FROM A HOME APPLIANCE [patent_app_type] => utility [patent_app_number] => 17/491895 [patent_app_country] => US [patent_app_date] => 2021-10-01 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6620 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 129 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17491895 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/491895
COMPUTING SYSTEMS AND METHODS FOR AMASSING AND INTERPRETING DATA FROM A HOME APPLIANCE Sep 30, 2021 Abandoned
Array ( [id] => 17507959 [patent_doc_number] => 20220101062 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-03-31 [patent_title] => System and a Method for Bias Estimation in Artificial Intelligence (AI) Models Using Deep Neural Network [patent_app_type] => utility [patent_app_number] => 17/467338 [patent_app_country] => US [patent_app_date] => 2021-09-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6563 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -10 [patent_words_short_claim] => 162 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17467338 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/467338
System and a Method for Bias Estimation in Artificial Intelligence (AI) Models Using Deep Neural Network Sep 5, 2021 Pending
Array ( [id] => 18208209 [patent_doc_number] => 20230054467 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-02-23 [patent_title] => PREDICTION OF CLASSIFICATION OF AN UNKNOWN INPUT BY A TRAINED NEURAL NETWORK [patent_app_type] => utility [patent_app_number] => 17/409222 [patent_app_country] => US [patent_app_date] => 2021-08-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4523 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 114 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17409222 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/409222
PREDICTION OF CLASSIFICATION OF AN UNKNOWN INPUT BY A TRAINED NEURAL NETWORK Aug 22, 2021 Pending
Array ( [id] => 18182775 [patent_doc_number] => 20230043505 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-02-09 [patent_title] => DEEP LEARNING SOFTWARE MODEL MODIFICATION [patent_app_type] => utility [patent_app_number] => 17/444676 [patent_app_country] => US [patent_app_date] => 2021-08-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7841 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -20 [patent_words_short_claim] => 153 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17444676 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/444676
DEEP LEARNING SOFTWARE MODEL MODIFICATION Aug 8, 2021 Pending
Array ( [id] => 18652016 [patent_doc_number] => 20230297852 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-09-21 [patent_title] => Multi-Stage Machine Learning Model Synthesis for Efficient Inference [patent_app_type] => utility [patent_app_number] => 18/007379 [patent_app_country] => US [patent_app_date] => 2021-07-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8315 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18007379 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/007379
Multi-Stage Machine Learning Model Synthesis for Efficient Inference Jul 28, 2021 Pending
Array ( [id] => 18179944 [patent_doc_number] => 20230040673 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-02-09 [patent_title] => OPTIMISED MACHINE LEARNING PROCESSING [patent_app_type] => utility [patent_app_number] => 17/387454 [patent_app_country] => US [patent_app_date] => 2021-07-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10061 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 87 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17387454 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/387454
OPTIMISED MACHINE LEARNING PROCESSING Jul 27, 2021 Pending
Array ( [id] => 17338579 [patent_doc_number] => 20220004910 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-01-06 [patent_title] => INFORMATION PROCESSING METHOD, ELECTRONIC DEVICE, AND COMPUTER STORAGE MEDIUM [patent_app_type] => utility [patent_app_number] => 17/363525 [patent_app_country] => US [patent_app_date] => 2021-06-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8957 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17363525 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/363525
INFORMATION PROCESSING METHOD, ELECTRONIC DEVICE, AND COMPUTER STORAGE MEDIUM Jun 29, 2021 Pending
Array ( [id] => 17916222 [patent_doc_number] => 20220318618 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-10-06 [patent_title] => MULTI-API METRIC MODELING USING LSTM SYSTEM [patent_app_type] => utility [patent_app_number] => 17/348785 [patent_app_country] => US [patent_app_date] => 2021-06-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4584 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 48 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17348785 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/348785
MULTI-API METRIC MODELING USING LSTM SYSTEM Jun 15, 2021 Pending
Array ( [id] => 17691034 [patent_doc_number] => 20220198327 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-06-23 [patent_title] => METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR TRAINING DIALOGUE UNDERSTANDING MODEL [patent_app_type] => utility [patent_app_number] => 17/348270 [patent_app_country] => US [patent_app_date] => 2021-06-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7581 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 43 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17348270 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/348270
METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR TRAINING DIALOGUE UNDERSTANDING MODEL Jun 14, 2021 Pending
Array ( [id] => 18067397 [patent_doc_number] => 20220398485 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-12-15 [patent_title] => PREVENTING DATA VULNERABILITIES DURING MODEL TRAINING [patent_app_type] => utility [patent_app_number] => 17/342588 [patent_app_country] => US [patent_app_date] => 2021-06-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7722 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 145 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17342588 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/342588
PREVENTING DATA VULNERABILITIES DURING MODEL TRAINING Jun 8, 2021 Abandoned
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