{
  "id": 225210,
  "title": " RAdam and Yogi outperform Adam : Paper(Optimization of CNN for Imbalanced Classification",
  "url": "/competitions/ranzcr-clip-catheter-line-classification/discussion/225210",
  "author_name": "Faisal Alsrheed",
  "post_date": "2021-03-11T09:11:43.349000",
  "votes": 6,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Hi all 😃</p>\n<p>I just want to share this interesting paper about Optimization of CNN for Imbalanced Classification</p>\n<p>*Paper:<br>\n<a href=\"https://www.sciencedirect.com/science/article/pii/S1877050920319335/pdf?md5=07f20912ee150183ca14e8c3dc2b8ec4&amp;pid=1-s2.0-S1877050920319335-main.pdf\" target=\"_blank\">https://www.sciencedirect.com/science/article/pii/S1877050920319335/pdf?md5=07f20912ee150183ca14e8c3dc2b8ec4&amp;pid=1-s2.0-S1877050920319335-main.pdf</a></p>\n<p>Yogi:<br>\n<a href=\"https://www.tensorflow.org/addons/api_docs/python/tfa/optimizers/Yogi\" target=\"_blank\">https://www.tensorflow.org/addons/api_docs/python/tfa/optimizers/Yogi</a></p>\n<p>RectifiedAdam:<br>\n<a href=\"https://www.tensorflow.org/addons/api_docs/python/tfa/optimizers/RectifiedAdam\" target=\"_blank\">https://www.tensorflow.org/addons/api_docs/python/tfa/optimizers/RectifiedAdam</a></p>\n<p>all the best<br>\nFaisal</p>",
  "messages": [
    {
      "id": 1234455,
      "postDate": "2021-03-11T09:11:43.350Z",
      "content": "<p>Hi all 😃</p>\n<p>I just want to share this interesting paper about Optimization of CNN for Imbalanced Classification</p>\n<p>*Paper:<br>\n<a href=\"https://www.sciencedirect.com/science/article/pii/S1877050920319335/pdf?md5=07f20912ee150183ca14e8c3dc2b8ec4&amp;pid=1-s2.0-S1877050920319335-main.pdf\" target=\"_blank\">https://www.sciencedirect.com/science/article/pii/S1877050920319335/pdf?md5=07f20912ee150183ca14e8c3dc2b8ec4&amp;pid=1-s2.0-S1877050920319335-main.pdf</a></p>\n<p>Yogi:<br>\n<a href=\"https://www.tensorflow.org/addons/api_docs/python/tfa/optimizers/Yogi\" target=\"_blank\">https://www.tensorflow.org/addons/api_docs/python/tfa/optimizers/Yogi</a></p>\n<p>RectifiedAdam:<br>\n<a href=\"https://www.tensorflow.org/addons/api_docs/python/tfa/optimizers/RectifiedAdam\" target=\"_blank\">https://www.tensorflow.org/addons/api_docs/python/tfa/optimizers/RectifiedAdam</a></p>\n<p>all the best<br>\nFaisal</p>",
      "rawMarkdown": "Hi all 😃\n\nI just want to share this interesting paper about Optimization of CNN for Imbalanced Classification\n\n\n*Paper:\nhttps://www.sciencedirect.com/science/article/pii/S1877050920319335/pdf?md5=07f20912ee150183ca14e8c3dc2b8ec4&pid=1-s2.0-S1877050920319335-main.pdf\n\n\nYogi:\nhttps://www.tensorflow.org/addons/api_docs/python/tfa/optimizers/Yogi\n\nRectifiedAdam:\nhttps://www.tensorflow.org/addons/api_docs/python/tfa/optimizers/RectifiedAdam\n\nall the best\nFaisal\n\n\n\n\n\n\n",
      "votes": 5
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1234455": "Hi all 😃\n\nI just want to share this interesting paper about Optimization of CNN for Imbalanced Classification\n\n\n*Paper:\nhttps://www.sciencedirect.com/science/article/pii/S1877050920319335/pdf?md5=07f20912ee150183ca14e8c3dc2b8ec4&pid=1-s2.0-S1877050920319335-main.pdf\n\n\nYogi:\nhttps://www.tensorflow.org/addons/api_docs/python/tfa/optimizers/Yogi\n\nRectifiedAdam:\nhttps://www.tensorflow.org/addons/api_docs/python/tfa/optimizers/RectifiedAdam\n\nall the best\nFaisal\n\n\n\n\n\n\n"
  }
}