4 papers
Machine Learning in the Quantum Age: Quantum vs. Classical Support Vector Machines
Davut Emre Tasar, Kutan Koruyan, Ceren Ocal Tasar
This work endeavors to juxtapose the efficacy of machine learning algorithms within classical and quantum computational paradigms. Particularly, by emphasizing on Support Vector Ma…
Bridging History with AI A Comparative Evaluation of GPT 3.5, GPT4, and GoogleBARD in Predictive Accuracy and Fact Checking
Davut Emre Tasar, Ceren Ocal Tasar
The rapid proliferation of information in the digital era underscores the importance of accurate historical representation and interpretation. While artificial intelligence has sho…
Training Natural Language Processing Models on Encrypted Text for Enhanced Privacy
Davut Emre Tasar, Ceren Ocal Tasar
With the increasing use of cloud-based services for training and deploying machine learning models, data privacy has become a major concern. This is particularly important for natu…
Profitable Trade-Off Between Memory and Performance In Multi-Domain Chatbot Architectures
D. Emre Taşar, Şükrü Ozan, M. Fatih Akca +4
Text classification problem is a very broad field of study in the field of natural language processing. In short, the text classification problem is to determine which of the previ…