Search Results for author: Avinash Amballa

Found 3 papers, 1 papers with code

Automated Model Selection for Tabular Data

1 code implementation1 Jan 2024 Avinash Amballa, Gayathri Akkinapalli, Manas Madine, Naga Pavana Priya Yarrabolu, Przemyslaw A. Grabowicz

Structured data in the form of tabular datasets contain features that are distinct and discrete, with varying individual and relative importances to the target.

feature selection Model Selection

Targeted Attacks on Timeseries Forecasting

no code implementations27 Jan 2023 Yuvaraj Govindarajulu, Avinash Amballa, Pavan Kulkarni, Manojkumar Parmar

In this paper, we propose a novel formulation of Directional, Amplitudinal, and Temporal targeted adversarial attacks on time series forecasting models.

Adversarial Attack Time Series +1

Discrete Control in Real-World Driving Environments using Deep Reinforcement Learning

no code implementations29 Nov 2022 Avinash Amballa, Advaith P., Pradip Sasmal, Sumohana Channappayya

Training self-driving cars is often challenging since they require a vast amount of labeled data in multiple real-world contexts, which is computationally and memory intensive.

Data Augmentation Navigate +3

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