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Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Starstruck

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@artificial-scientist-lab

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Sohambasu07/README.md

Hi there 👋 I'm Soham

I'm a PhD student at the Artificial Scientist Lab, at the University of Tübingen, Germany.
I am interested in developing efficient algorithms for exploration and optimization in large, complex search spaces, with a particular focus on Bayesian Optimization and Deep Learning-based approaches.

Previously, I worked as a student research assistant at AutoML Freiburg on Hyperparameter Optimization for Deep Learning.

Publications: google scholar
Personal Blog: sohambasu07.wordpress.com
Personal Homepage: sohambasu.me

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  1. DR_2021 DR_2021 Public

    Diabetic Retinopathy Feature Extraction and Binary Diagnosis

    Jupyter Notebook 20 11

  2. automl/hpoglue automl/hpoglue Public

    HPO tool with a modular API that allows for the easy interfacing of a new Optimizer and a new Benchmark

    Python 4

  3. automl/hposuite automl/hposuite Public

    A lightweight framework for benchmarking HPO algorithms

    Python 3

  4. 3DQD_ShapeGeneration 3DQD_ShapeGeneration Public

    PyTorch implementation of 3DQD with modifications (Deep Learning Lab - Uni Freiburg)

    Python

  5. Refitting_AutoMLLab Refitting_AutoMLLab Public

    Finding heuristics to determine when refitting is required

    Python

  6. Baseline_Image_Denoiser Baseline_Image_Denoiser Public template

    Baseline Autoencoder based Denoiser with symmetric skip connections

    Jupyter Notebook 1