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--- presentations [2018/03/07 15:43] – hj
+++ presentations [2019/08/22 21:14] (current) – hj
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-====== Advanced Topics for self-study and Presentation ======
+======== Advanced Topics for self-study and Presentation ========
-==== Advanced Topics for self-study and Presentation ====
-  - **Liu, Youwu**: [[https://www.jair.org/media/301/live-301-1562-jair.pdf|Reinforcement Learning: A Surve]], //Journal of Artificial Intelligence Research// 4 (1996) 237-285.
-  - **Anni Siren**: Mining System Logs Using Long Short-term Memory (LSTM) ([[http://www.bioinf.jku.at/publications/older/2604.pdf|paper1]],[[https://www.cs.utah.edu/~lifeifei/papers/deeplog.pdf|paper2]], [[https://people.eecs.berkeley.edu/~jordan/papers/xu-etal-icml10.pdf|paper3]], )
-  - **Zana Rashidi**:  Deep Reinforcement Learning ([[https://web.stanford.edu/class/psych209/Readings/MnihEtAlHassibis15NatureControlDeepRL.pdf|paper1]], [[https://arxiv.org/abs/1509.06461|paper2]], [[https://arxiv.org/abs/1511.05952|paper3]], [[https://arxiv.org/abs/1511.06581|paper4]])
-  - **Farzaneh Heidari**: [[https://arxiv.org/pdf/1704.01665.pdf|Learning Combinatorial Optimization Algorithms over Graphs]] ([[https://arxiv.org/pdf/1603.05629.pdf|paper1]], [[http://ml.informatik.uni-freiburg.de/former/_media/publications/rieecml05.pdf|paper2]])
-  - **Amin Omidvar**:  Reading Comprehension using RNNs/LSTMs ([[https://arxiv.org/abs/1506.03340|paper1]],[[https://www.aclweb.org/anthology/P16-1223|paper2]])
-  - **Abbas Masoumzadeh**: Object detection using R-CNNs ([[https://arxiv.org/abs/1311.2524|paper1]], [[https://arxiv.org/abs/1504.08083|paper2]], [[https://arxiv.org/abs/1506.01497|paper3]])
-  - **Ali Zargar Shabestari**: Sequence to Sequence Learning based on LSTMs ([[https://papers.nips.cc/paper/5346-sequence-to-sequence-learning-with-neural-networks.pdf|paper1]], [[https://arxiv.org/abs/1511.06114|paper2]],[[https://www.cs.cmu.edu/~callan/Papers/sigir17-Keyang-Xu.pdf|paper3]])
-  - **Yuchen Kang**: Neural Machine Translation ([[https://arxiv.org/pdf/1409.0473.pdf|paper1]], [[http://papers.nips.cc/paper/6622-decoding-with-value-networks-for-neural-machine-translation.pdf|paper2]], [[https://pdfs.semanticscholar.org/72cd/8930ba5573651bfe769d26d3d16741738dec.pdf|paper3]])
-  - **Wenxiao Fu**: [[http://www.inference.org.uk/mackay/gpB.pdf|Gaussian Processes]]
-  - **Zihuan Zhang**: [[https://arxiv.org/pdf/1606.05908.pdf|Variational Auto-Encoder (VAE)]] ([[https://arxiv.org/pdf/1605.07869.pdf
-|paper1]], [[https://aclweb.org/anthology/K/K16/K16-1002.pdf|paper2]])