https://yellokat.github.io/posts/7.-Regularization-for-Deep-Learning/ 2024-01-05T09:39:14+00:00 https://yellokat.github.io/posts/7.1.1.-Parameter-Norm-Penalties,-L2-Regularization/ 2024-01-05T09:39:14+00:00 https://yellokat.github.io/posts/7.1.2.-Parameter-Norm-Penalties,-L1-Regularization/ 2024-01-05T09:39:14+00:00 https://yellokat.github.io/posts/7.3.-Regularization-and-Under-Constrained-Problems/ 2024-01-05T09:39:14+00:00 https://yellokat.github.io/posts/7.4.-Data-Augmentation/ 2024-01-05T09:39:14+00:00 https://yellokat.github.io/posts/7.5.-Noise-Robustness/ 2024-01-03T19:24:33+00:00 https://yellokat.github.io/posts/7.7.-Multitask-Learning/ 2024-01-05T09:39:14+00:00 https://yellokat.github.io/posts/7.8.-Early-Stopping/ 2024-01-05T09:39:14+00:00 https://yellokat.github.io/posts/7.9.-Parameter-Tying-and-Parameter-Sharing/ 2024-01-03T19:24:33+00:00 https://yellokat.github.io/posts/7.10.-Sparse-Representations/ 2024-01-05T09:39:14+00:00 https://yellokat.github.io/posts/7.11.-Bagging-and-other-Ensemble-Methods-copy/ 2024-01-05T09:39:14+00:00 https://yellokat.github.io/posts/7.12.-Dropout/ 2024-01-05T09:39:14+00:00 https://yellokat.github.io/posts/7.13.-Adversarial-Training/ 2024-01-03T19:24:33+00:00 https://yellokat.github.io/posts/8.-Optimization-for-Deep-Learning/ 2024-01-03T19:24:33+00:00 https://yellokat.github.io/posts/8.1.-How-Learning-Differs-from-Pure-Optimization/ 2024-01-05T09:39:14+00:00 https://yellokat.github.io/posts/11.-Practical-Methodologies/ 2024-01-03T19:24:33+00:00 https://yellokat.github.io/posts/11.1.-Evaluation-Metrics/ 2024-01-05T09:39:14+00:00 https://yellokat.github.io/posts/11.2.-Default-Baseline-Models/ 2024-01-05T09:39:14+00:00 https://yellokat.github.io/posts/11.3.-Determining-Whether-to-Gather-More-Data/ 2024-01-03T19:24:33+00:00 https://yellokat.github.io/posts/11.4.-Selecting-Hyperparameters/ 2024-01-05T09:39:14+00:00 https://yellokat.github.io/posts/11.5.-Debugging-Strategies/ 2024-01-03T19:24:33+00:00 https://yellokat.github.io/posts/%EC%B6%94%EC%B2%9C%EC%8B%9C%EC%8A%A4%ED%85%9C-%EB%85%BC%EB%AC%B8-%EB%A6%AC%EB%B7%B0-Matrix-Factorization-Techniques-for-Recommender-Systems/ 2022-10-29T00:00:00+00:00 https://yellokat.github.io/posts/All-About-Decision-Trees/ 2024-01-05T09:39:14+00:00 https://yellokat.github.io/posts/%EC%B6%94%EC%B2%9C%EC%8B%9C%EC%8A%A4%ED%85%9C-%EB%85%BC%EB%AC%B8-%EB%A6%AC%EB%B7%B0-factorization-machines/ 2024-01-04T04:45:00+00:00 https://yellokat.github.io/posts/%EC%B6%94%EC%B2%9C%EC%8B%9C%EC%8A%A4%ED%85%9C-%EB%85%BC%EB%AC%B8-%EB%A6%AC%EB%B7%B0-wide-deep-learning-for-recommender-systems/ 2024-01-04T05:22:00+00:00 https://yellokat.github.io/posts/%EC%B6%94%EC%B2%9C%EC%8B%9C%EC%8A%A4%ED%85%9C-%EB%85%BC%EB%AC%B8-%EB%A6%AC%EB%B7%B0-monolith-real-time-recommendation-system-with-collisionless-embedding-table/ 2024-01-05T13:49:21+00:00 https://yellokat.github.io/posts/%EC%B6%94%EC%B2%9C%EC%8B%9C%EC%8A%A4%ED%85%9C-%EB%85%BC%EB%AC%B8-%EB%A6%AC%EB%B7%B0-mmgcn-multi-modal-graph-convolution-network-for-personalized-recommendation-of-micro-video/ 2024-01-05T13:28:27+00:00 https://yellokat.github.io/posts/%EC%B6%94%EC%B2%9C%EC%8B%9C%EC%8A%A4%ED%85%9C-%EB%85%BC%EB%AC%B8-%EB%A6%AC%EB%B7%B0-cl4ctr-a-contrastive-learning-framework-for-ctr-prediction/ 2024-01-05T10:32:00+00:00 https://yellokat.github.io/posts/%EC%B6%94%EC%B2%9C%EC%8B%9C%EC%8A%A4%ED%85%9C-%EB%85%BC%EB%AC%B8-%EB%A6%AC%EB%B7%B0-auto-encoding-variational-bayes/ 2024-01-05T10:35:00+00:00 https://yellokat.github.io/categories/ 2024-01-16T04:50:01+00:00 https://yellokat.github.io/tags/ 2024-01-16T04:50:01+00:00 https://yellokat.github.io/archives/ 2024-01-16T04:50:01+00:00 https://yellokat.github.io/about/ 2024-01-16T04:50:01+00:00 https://yellokat.github.io/ https://yellokat.github.io/tags/books/ https://yellokat.github.io/tags/deep-learning-book/ https://yellokat.github.io/tags/regularization/ https://yellokat.github.io/tags/statistics/ https://yellokat.github.io/tags/study-group/ https://yellokat.github.io/tags/optimization/ https://yellokat.github.io/tags/debugging/ https://yellokat.github.io/tags/recommender-systems/ https://yellokat.github.io/tags/machine-learning/ https://yellokat.github.io/tags/linear-algebra/ https://yellokat.github.io/tags/algorithms/ https://yellokat.github.io/tags/decision-trees/ https://yellokat.github.io/tags/deep-learning/ https://yellokat.github.io/tags/industrial-machine-learning/ https://yellokat.github.io/tags/google/ https://yellokat.github.io/tags/ml-engineering/ https://yellokat.github.io/tags/mlops/ https://yellokat.github.io/tags/bytedance/ https://yellokat.github.io/tags/multi-modal-recommendation/ https://yellokat.github.io/categories/deep-learning-book/ https://yellokat.github.io/categories/papers/ https://yellokat.github.io/categories/machine-learning/ https://yellokat.github.io/page2/ https://yellokat.github.io/page3/ https://yellokat.github.io/assets/images/papers/recsys/4-monolith/presentation.pdf 2024-01-16T04:49:38+00:00 https://yellokat.github.io/google6a6f814d16f3d87e.html 2024-01-16T04:49:38+00:00