2020-09-24 | The AI Design Sprint -- setting your AI Initiative up for delivery success! | AISC | 36:46 | 323 | |
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2020-09-24 | explainX - Explainable AI for model developers | AISC | 41:36 | 359 | |
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2020-09-23 | Statistical Issues in Agent-Based Models | AISC | 47:58 | 199 | |
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2020-09-23 | Layerwise Learning for Quantum Neural Networks | AISC | 50:47 | 380 | |
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2020-09-18 | Survival regression with AFT model in XGBoost | AISC | 44:13 | 1,965 | |
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2020-09-18 | Detecting Off-Topic Spoken Response with NLP | AISC | 59:55 | 346 | Let's Play |
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2020-09-17 | Defining your AI Value Model for Product Success (and Profit) | AISC | 43:11 | 141 | |
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2020-09-16 | Real-World Quantum Communication: One Module at a Time | AISC | 1:05:10 | 337 | |
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2020-09-15 | Predicting and Understanding Human Choices using PCMC-Net with an application to Airline Itineraries | 1:00:34 | 272 | |
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2020-09-14 | Product Ideation: From a Hunch to a Concrete Idea | 38:54 | 137 | |
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2020-09-14 | RadioAssistant - Ranking Radiology Patients using Deep Learning | Workshop Capstone | 10:03 | 221 | |
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2020-09-11 | Building a better climate model with Machine Learning | AISC | 50:29 | 483 | |
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2020-09-11 | Set Constrained Temporal Transformer for Set Supervised Action Segmentation | AISC | 1:00:55 | 199 | |
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2020-09-10 | An overview of task-oriented dialog systems | AISC | 1:02:24 | 1,878 | Vlog |
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2020-09-10 | Targeted Machine Learning for Data Science | AISC | 49:22 | 183 | |
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2020-09-09 | Build next generation recommenders with NVIDIA Merlin | AISC | 1:01:48 | 1,151 | |
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2020-09-03 | Principal Neighbourhood Aggregation for Graph Nets | AISC | 1:02:18 | 1,089 | |
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2020-09-02 | DeepFakes & Explainable AI Applications in NLP, Biomedical & Malware Classification | 47:58 | 419 | |
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2020-08-28 | AI Ethics Then & Now: A Look Back on the Last Five Years | AISC | 58:18 | 270 | |
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2020-08-28 | Beyond Accuracy: Behavioral Testing of NLP Models with CheckList | AISC | 41:38 | 1,322 | Let's Play |
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2020-08-27 | The Summary Loop: Learning to Write Abstractive Summaries Without Examples + Demo | AISC | 1:00:14 | 322 | |
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2020-08-27 | [MEM] Learning Permutation Invariant Representations using Memory Networks | AISC | 53:04 | 562 | |
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2020-08-26 | AI for Fun! | 25:13 | 221 | |
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2020-08-26 | [T-Fixup] Improving Transformer Optimization Through Better Initialization | AISC | 34:47 | 696 | |
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2020-08-26 | A review of ML for aerospace systems health management | AISC | 1:06:16 | 190 | Review |
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2020-08-21 | An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous Graph | AISC | 1:00:51 | 321 | |
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2020-08-21 | Overview of Synthetic Data and Simulations | AISC | 52:16 | 508 | |
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2020-08-20 | Discovering Symbolic Inductive Biases | AISC | 39:49 | 332 | |
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2020-08-20 | Product Ideation - Art of Finding the Right Problem to Work on! | AISC | 59:36 | 209 | |
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2020-08-19 | Pink Diamond - Data Driven Prediction of Venture Success | Workshop Capstone | 9:16 | 239 | |
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2020-08-19 | Fast Film - Emotionally Aware Movie Recommender | Workshop Capstone | 9:03 | 716 | |
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2020-08-19 | Review Nuggets - Mining Insight from Consumer Product Reviews | Workshop Capstone | 11:16 | 630 | Review |
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2020-08-19 | Acetock - Stock Prediction Tool for Amateur Investors | Workshop Capstone | 8:16 | 269 | |
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2020-08-19 | Saramsh - Patent Document Summarization using BART | Workshop Capstone | 8:05 | 1,588 | |
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2020-08-19 | MindfulZen - Data Driven Stress Buster | Workshop Capstone | 11:48 | 147 | |
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2020-08-14 | Machine Learning and the Earth: Applying AI to address some of the world’s greatest challenges | 1:00:46 | 326 | |
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2020-08-13 | Xun Wang (GEICO): 7 Job Profiles to Demystify the Data Science Career Landscape | 1:06:26 | 361 | |
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2020-08-13 | Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning | AISC | 43:08 | 283 | |
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2020-08-13 | Computer v.s. Human visual system | AISC | 58:54 | 166 | |
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2020-08-12 | AI Fariness and Adversarial Debiasing | 57:27 | 415 | |
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2020-08-12 | Joint Policy-Value Learning for Recommendation | AISC | 52:33 | 233 | |
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2020-08-12 | Operationalizing the AI Canvas for AI Product Success (and profit) | AISC | 48:22 | 195 | |
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2020-08-07 | Overview of Bias and Fairness in AI | 56:17 | 329 | |
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2020-08-07 | Subexponential-Time Algorithms for Sparse PCA | AISC | 46:27 | 165 | |
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2020-08-06 | Inverse design of nanoporous crystalline reticular materials with deep generative models | AISC | 1:10:37 | 377 | |
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2020-08-05 | ChemOS: An orchestration software to democratize autonomous discovery | AISC | 59:57 | 409 | |
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2020-07-31 | Recurrent Neural Network for Quantum Wave Function | AISC | 1:03:05 | 489 | |
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2020-07-31 | Bounded Rationality in Las Vegas: Probabilistic Finite Automata PlayMulti-Armed Bandits | AISC | 58:18 | 121 | |
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2020-07-30 | Information Retrieval for Price Consistency Monitoring - Liu Yang (Amazon) | 48:45 | 149 | Guide |
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2020-07-30 | Quantum Technologies: State of Play | AISC | 1:02:53 | 158 | Vlog |
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2020-07-29 | NLP on Noisy User-generated text - NER for StackOverflow | AISC | 53:35 | 525 | Let's Play |
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2020-07-29 | Overview of Machine Learning in Marketing | AISC | 1:09:11 | 826 | |
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2020-07-24 | Cognitive Model Priors for Predicting Human Decisions | AISC | 56:03 | 463 | |
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2020-07-23 | Machine Learning to Assess Trends and Alignment of Funded Research Output | AISC | 56:31 | 133 | |
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2020-07-22 | COVID and Racial Inequity, and Implications for AI | 38:59 | 102 | |
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2020-07-22 | TGN: Temporal Graph Networks for Deep Learning on Dynamic Graphs [Paper Explained by the Author] | 1:02:55 | 9,544 | |
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2020-07-20 | Founders in Fundraising, and AI Applications | 48:35 | 124 | |
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2020-07-17 | Uncertainty-Aware Action Advising for Deep Reinforcement Learning Agents | AISC | 59:25 | 397 | |
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2020-07-16 | Machine Learning for Forecasting Global Atmospheric Models | AISC | 1:01:18 | 360 | |
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2020-07-16 | Towards Frequency-Based Explanation for Robust CNN | AISC | 41:31 | 342 | |
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2020-07-15 | Lagrangian Neural Networks | AISC | 57:09 | 3,265 | |
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2020-07-14 | TeslaSenti: Near real-time sentiment analysis of Tesla tweets | Workshop Capstone | 7:23 | 321 | |
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2020-07-14 | See.Know.Bias - Using AI to Develop Media Literacy and Keep News Neutral | workshop capstone | 8:22 | 331 | |
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2020-07-10 | Video Action Transformer Network | AISC | 1:08:07 | 1,638 | |
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2020-07-10 | DLIME - Let's dig into the code (model explainability stream) | 34:39 | 285 | |
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2020-07-09 | Overview of Machine Learning in Behavioral Economics | AISC | 40:38 | 1,117 | |
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2020-07-09 | Compact Neural Representation Using Attentive Network Pruning | AISC | 1:11:37 | 221 | |
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2020-07-08 | Navigating the Idea Maze: Continuous discovery frameworks for (AI?) products | AISC | 53:00 | 317 | |
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2020-07-03 | Nvidia's RAPIDS.ai: Massively Accelerated Modern Data-Science | AISC | 57:28 | 445 | |
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2020-07-02 | Building AI Products; The Journey | Overview | 5:38 | 488 | |
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2020-07-01 | Building your Product Strategy - A Guide | AISC | 15:32 | 258 | Guide |
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2020-07-01 | Conceptual understanding through efficient inverse-design of quantum optical experiments | AISC | 55:29 | 196 | |
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2020-07-01 | An A-Z primer on the AI Product Lifecycle | AISC | 1:00:44 | 315 | |
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2020-06-29 | Reducing Gender Bias in Google Translate | Summary and Takeaways | AISC | 5:26 | 132 | |
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2020-06-29 | Reducing Gender Bias in Google Translate | Melvin Johnson | AISC Algorithmic Inclusion | 18:44 | 208 | |
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2020-06-26 | A machine learning and informatics program package for modeling of chemical and materials data | AIS | 43:07 | 300 | |
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2020-06-26 | Memory-Based Graph Networks | AISC | 57:52 | 647 | |
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2020-06-25 | Paper Explained : PEGASUS, a SOTA abstractive summarization model by Google | AISC | 1:00:07 | 1,600 | |
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2020-06-25 | Towards Amortized Ranking-Critical Training for Collaborative Filtering | AISC | 58:42 | 165 | |
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2020-06-25 | Paper review - Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey | AISC | 47:26 | 437 | Review |
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2020-06-24 | Decoding our thoughts: Tracking the contents of (non)-conscious working memory | AISC | 1:01:41 | 233 | |
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2020-06-24 | [XAI] Explainable AI in Retail | AISC | 57:06 | 929 | |
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2020-06-22 | Why you should be part of AISC community! | 3:39 | 1,682 | |
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2020-06-19 | Learning To Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning | AISC | 36:22 | 718 | |
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2020-06-18 | GrowNet: Gradient Boosting Neural Networks | AISC | 41:11 | 1,435 | |
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2020-06-17 | LogoGAN: Creating Logos with Generative Adversarial Networks | Workshop Capstone | 9:17 | 1,922 | Vlog |
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2020-06-12 | Meta-Graph: Few-Shot Link Prediction Using Meta-Learning | AISC | 53:31 | 664 | |
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2020-06-11 | Algorithmic Inclusion: A Scalable Approach to Reducing Gender Bias in Google Translate | AISC | 59:43 | 269 | |
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2020-06-11 | Reinforcement Learning in Economics and Finance | AISC | 1:05:25 | 2,459 | |
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2020-06-05 | Building (AI?) Products; Step by Step Guide | AISC | 45:25 | 716 | Guide |
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2020-06-04 | The Synthesizability of Molecules Proposed by Generative Models | AISC | 56:32 | 480 | |
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2020-05-29 | A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosi | 40:21 | 348 | |
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2020-05-28 | Unifying machine learning and quantum chemistry with a deep neural network | AISC | 45:51 | 1,141 | |
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2020-05-28 | Model Selection for Optimal Prediction in Statistical Learning - Part 2 / 2 | AISC | 1:24:26 | 269 | |
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2020-05-27 | Representation Learning of Histopathology Images using Graph Neural Networks | AISC | 33:28 | 399 | Vlog |
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2020-05-27 | BillionX acceleration using AI Emulators | AISC | 50:08 | 173 | |
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2020-05-22 | Machine Learning Methods for High Throughput Virtual Screening with a focus on Organic Photovoltaics | 56:21 | 332 | |
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2020-05-22 | Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer | 41:25 | 1,407 | |
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2020-05-21 | Reinforcement Learning for Batch-to-Batch Bioprocess Optimisation | AISC | 31:18 | 610 | |
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2020-05-20 | Leaf Doctor: Plant Disease Detection Using Image Classification | Deep Learning Workshop Capstone | 9:05 | 7,687 | |
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