35 citations · 40 across the 4 of their papers we have counts for
5 papers
Augmenting High-dimensional Nonlinear Optimization with Conditional GANs
Pouya Rezazadeh Kalehbasti, Michael D. Lepech, Samarpreet Singh Pandher
Many mathematical optimization algorithms fail to sufficiently explore the solution space of high-dimensional nonlinear optimization problems due to the curse of dimensionality. Th…
Ising-Based Louvain Method: Clustering Large Graphs with Specialized Hardware
Pouya Rezazadeh Kalehbasti, Hayato Ushijima-Mwesigwa, Avradip Mandal +1
Recent advances in specialized hardware for solving optimization problems such quantum computers, quantum annealers, and CMOS annealers give rise to new ways for solving real-word…
When in Doubt, Ask: Generating Answerable and Unanswerable Questions, Unsupervised
Liubov Nikolenko, Pouya Rezazadeh Kalehbasti
Question Answering (QA) is key for making possible a robust communication between human and machine. Modern language models used for QA have surpassed the human-performance in seve…
Effects of Adopting Ultra-Fast Charging Stations in the San Francisco Bay Area
Pouya Rezazadeh Kalehbasti, Yufei Miao, Gregory Andrew Forbes
Ultra-Fast Charging (UFC) is a rising technology that can shorten the time of charging an Electric Vehicle (EV) from hours to minutes. However, the power consumption characteristic…
Airbnb Price Prediction Using Machine Learning and Sentiment Analysis
Pouya Rezazadeh Kalehbasti, Liubov Nikolenko, Hoormazd Rezaei
Pricing a rental property on Airbnb is a challenging task for the owner as it determines the number of customers for the place. On the other hand, customers have to evaluate an off…