Jivitesh Sharma
6 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5) π Cross-Pollinator (4)
πΊοΈ
Taxonomy Completionist
(20)
Conferences
AAAI (2)
EACL (1)
IJCAI (1)
INTERSPEECH (1)
NIPS (1)
Top co-authors
Keywords
tsetlin machine
(4)
pattern recognition
(2)
logic-based learning
(2)
propositional logic
(2)
attention mechanism
(1)
data augmentation
(1)
convergence analysis
(1)
interpretable machine learning
(1)
neural network optimization
(1)
concept learning
(1)
thompson sampling
(1)
contextual bandit
(1)
convolutional neural network
(1)
interpretable model
(1)
interpretable learning
(1)
propositional formula
(1)
clause size constraint
(1)
hardware-friendly learning
(1)
mel-frequency cepstral coefficient
(1)
environment sound classification
(1)
Papers
Generalized Convergence Analysis of Tsetlin Automaton Based Algorithms: A Probabilistic Approach to Concept Learning
AAAI 2025
Tsetlin Machine Embedding: Representing Words Using Logical Expressions
EACL 2024
Drop Clause: Enhancing Performance, Robustness and Pattern Recognition Capabilities of the Tsetlin Machine
AAAI 2023
Building Concise Logical Patterns by Constraining Tsetlin Machine Clause Size
IJCAI 2023
Tsetlin Machine for Solving Contextual Bandit Problems
NIPS 2022
Environment Sound Classification Using Multiple Feature Channels and Attention Based Deep Convolutional Neural Network
INTERSPEECH 2020