Jivitesh Sharma

33 papers A* 4A 2B 1C 6Journal 14Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Generalized Convergence Analysis of Tsetlin Automaton Based Algorithms: A Probabilistic Approach to Concept Learning. AAAI Mohamed-Bachir Belaid, Jivitesh Sharma, Lei Jiao, Ole-Christoffer Granmo, Per-Arne Andersen, Anis Yazidi
2025	B	`conf`	Physics-Informed Deep Learning for Wind Downscaling over Oslo. ICTAI Jivitesh Sharma, Islen Vallejo, Rune Åvar Ødegård, Thanh Le, Amir Taherkordi, Frank Eliassen
2025	—	`conf`	Scalable Deep Learning for High-Fidelity Imputation of Large-Scale Genomic Fragments. ICCSIT Jivitesh Sharma, Stefan Jetschny, Martin Kapun, Sonja Steindl
2024	A	`conf`	A Dataset for Adapting Recommender Systems to the Fashion Rental Economy. RecSys Karl Audun Kagnes Borgersen, Morten Goodwin, Morten Grundetjern, Jivitesh Sharma
2024	C	`conf`	Deep Learning-Enhanced Gap Filling in Drosophila Melanogaster Genomic Data. ICMLA Jivitesh Sharma, Stefan Jetschny, Martin Kapun, Mohamed-Bachir Belaid
2024	C	`conf`	Deep Neural Networks for Comprehensive Environmental Noise Estimation in European Cities. ICMLA Jivitesh Sharma, Stefan Jetschny, Miquel S. Maza, Nuria B. Guardia, Eulalia Peris, Jaume F. Esteve, Mohamed B. Belaid
2024	—	`conf`	Tsetlin Machine Embedding: Representing Words Using Logical Expressions. EACL (Findings) Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao, Rohan Kumar Yadav, Jivitesh Sharma
2023	—	`conf`	A comparison between Tsetlin machines and deep neural networks in the context of recommendation systems. NLDL Karl Audun Borgersen, Morten Goodwin, Jivitesh Sharma
2023	A*	`conf`	Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size. IJCAI Kuruge Darshana Abeyrathna, Ahmed Abdulrahem Othman Abouzeid, Bimal Bhattarai, Charul Giri, Sondre Glimsdal, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Jivitesh Sharma, Svein Anders Tunheim, Xuan Zhang
2023	J	`jnl`	Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size. CoRR Kuruge Darshana Abeyrathna, Ahmed Abdulrahem Othman Abouzeid, Bimal Bhattarai, Charul Giri, Sondre Glimsdal, Ole-Christoffer Granmo, Lei Jiao, Rupsa Saha, Jivitesh Sharma, Svein Anders Tunheim, Xuan Zhang
2023	J	`jnl`	Combining unsupervised, supervised and rule-based learning: the case of detecting patient allergies in electronic health records. BMC Medical Informatics Decis. Mak. Geir Thore Berge, Ole-Christoffer Granmo, Tor Oddbjørn Tveit, Anna Linda Ruthjersen, Jivitesh Sharma
2023	—	`conf`	CorrEmbed: Evaluating Pre-trained Model Image Similarity Efficacy with a Novel Metric. SGAI Conf. Karl Audun Kagnes Borgersen, Morten Goodwin, Jivitesh Sharma, Tobias Aasmoe, Mari Leonhardsen, Gro Herredsvela Rørvik
2023	J	`jnl`	CorrEmbed: Evaluating Pre-trained Model Image Similarity Efficacy with a Novel Metric. CoRR Karl Audun Kagnes Borgersen, Morten Goodwin, Jivitesh Sharma, Tobias Aasmoe, Mari Leonhardsen, Gro Herredsvela Rørvik
2023	A*	`conf`	Drop Clause: Enhancing Performance, Robustness and Pattern Recognition Capabilities of the Tsetlin Machine. AAAI Jivitesh Sharma, Rohan Kumar Yadav, Ole-Christoffer Granmo, Lei Jiao
2023	J	`jnl`	Generalized Convergence Analysis of Tsetlin Machines: A Probabilistic Approach to Concept Learning. CoRR Mohamed-Bachir Belaid, Jivitesh Sharma, Lei Jiao, Ole-Christoffer Granmo, Per-Arne Andersen, Anis Yazidi
2023	J	`jnl`	Machine learning-driven clinical decision support system for concept-based searching: a field trial in a Norwegian hospital. BMC Medical Informatics Decis. Mak. Geir Thore Berge, Ole-Christoffer Granmo, Tor Oddbjørn Tveit, Bjørn Erik Munkvold, Anna Linda Ruthjersen, Jivitesh Sharma
2023	J	`jnl`	Tsetlin Machine Embedding: Representing Words Using Logical Expressions. CoRR Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao, Rohan Kumar Yadav, Jivitesh Sharma
2023	J	`jnl`	Verifying Properties of Tsetlin Machines. CoRR Emilia Przybysz, Bimal Bhattarai, Cosimo Persia, Ana Ozaki, Ole-Christoffer Granmo, Jivitesh Sharma
2022	J	`jnl`	A Comparison Between Tsetlin Machines and Deep Neural Networks in the Context of Recommendation Systems. CoRR Karl Audun Borgersen, Morten Goodwin, Jivitesh Sharma
2022	C	`conf`	Brain Tumour Segmentation on 3D MRI Using Attention V-Net. EANN Charul Giri, Jivitesh Sharma, Morten Goodwin
2022	J	`jnl`	On the Equivalence of the Weighted Tsetlin Machine and the Perceptron. CoRR Jivitesh Sharma, Ole-Christoffer Granmo, Lei Jiao
2022	A*	`conf`	Tsetlin Machine for Solving Contextual Bandit Problems. NeurIPS Raihan Seraj, Jivitesh Sharma, Ole-Christoffer Granmo
2022	J	`jnl`	Tsetlin Machine for Solving Contextual Bandit Problems. CoRR Raihan Seraj, Jivitesh Sharma, Ole-Christoffer Granmo
2021	J	`jnl`	Deep Q-Learning With Q-Matrix Transfer Learning for Novel Fire Evacuation Environment. IEEE Trans. Syst. Man Cybern. Syst. Jivitesh Sharma, Per-Arne Andersen, Ole-Christoffer Granmo, Morten Goodwin
2021	—	`conf`	Emergency Analysis: Multitask Learning with Deep Convolutional Neural Networks for Fire Emergency Scene Parsing. IEA/AIE (1) Jivitesh Sharma, Ole-Christoffer Granmo, Morten Goodwin
2021	J	`jnl`	Human Interpretable AI: Enhancing Tsetlin Machine Stochasticity with Drop Clause. CoRR Jivitesh Sharma, Rohan Kumar Yadav, Ole-Christoffer Granmo, Lei Jiao
2020	A	`conf`	Environment Sound Classification Using Multiple Feature Channels and Attention Based Deep Convolutional Neural Network. INTERSPEECH Jivitesh Sharma, Ole-Christoffer Granmo, Morten Goodwin
2019	J	`jnl`	Deep Q-Learning with Q-Matrix Transfer Learning for Novel Fire Evacuation Environment. CoRR Jivitesh Sharma, Per-Arne Andersen, Ole-Christoffer Granmo, Morten Goodwin
2019	C	`conf`	Hydropower Optimization Using Deep Learning. IEA/AIE Bernt Viggo Matheussen, Ole-Christoffer Granmo, Jivitesh Sharma
2019	C	`conf`	Hydropower Optimization Using Split-Window, Meta-Heuristic and Genetic Algorithms. ICMLA Jivitesh Sharma, Bernt Viggo Matheussen, Sondre Glimsdal, Ole-Christoffer Granmo
2019	J	`jnl`	Multi-layer intrusion detection system with ExtraTrees feature selection, extreme learning machine ensemble, and softmax aggregation. EURASIP J. Inf. Secur. Jivitesh Sharma, Charul Giri, Ole-Christoffer Granmo, Morten Goodwin
2018	—	`conf`	Deep CNN-ELM Hybrid Models for Fire Detection in Images. ICANN (3) Jivitesh Sharma, Ole-Christoffer Granmo, Morten Goodwin
2017	C	`conf`	Deep Convolutional Neural Networks for Fire Detection in Images. EANN Jivitesh Sharma, Ole-Christoffer Granmo, Morten Goodwin, Jahn Thomas Fidje