Israel Data Science and AI Initiative 3rd Annual Conference
June 2-4, 2024
Flash Talks Division by Dates
Sunday, 2.6.2024
| 18:00- 18:05 | Image-based Molecular Representation Learning for Chemical Properties Prediction in Organic Reaction Catalysis | Yonatan Harnik |
| 18:06- 18:11 | Curriculum Estimation: The Weak Oracle and Elimination Algorithm | Omer Cohen |
| 18:12- 18:17 | The Collective Posterior Distribution and Its Application in Simulation-Based Inference from Highly Variable Experimental Replicates | Nadav Ben Nun |
| 18:18- 18:23 | Time-Based TF-IDF (tTF-IDF): Enhancing Text Analysis with Temporal Relevance | Avi Treistman |
| 18:24- 18:29 | Text Summarization Evaluation: Unveiling the Logarithmic Loss Gain of a Language Model through Lossless Compression | Dana Levin |
| 18:30- 18:35 | Perceptual-based Classification of Anxiety and Depression Disorders Using Augmented Tabular Data | Yuval Samoilov-Katz |
| 18:36- 18:41 | A Framework for Features Selection in Fat Datasets Using External Knowledge Integration | Kartheeswaran Thangathurai |
| 18:42- 18:47 | Anna Karenina Strikes Again: Pre-Trained LLM Embeddings Favor High-Performing Learners | Abigail Gurin Schleifer |
Monday, 3.6.2024
| 18:00- 18:05 | Deep Learning for Children's Sleep Staging from Photoplethysmography: A Transfer Learning Approach from Adults to Children | Sharon Haimov |
| 18:06- 18:11 | CPLLM: Clinical Prediction with Large Language Models | Ofir Ben Shoham |
| 18:12- 18:17 | LIBERTy: An Interventional Benchmark For Concept-Level Explanation Methods of NLP Models | Gilat Toker |
| 18:18- 18:23 | Diffusion Lens | Michael Toker |
| 18:24- 18:29 | Enhanced Prediction of DNA Regulatory Elements In Low-Resource Datasets: An Adaptor Fusion Approach | Nataliya Logvina |
| 18:30- 18:35 | Leveraging Character N-grams for Sentiment Analysis: Depression Detection in Hebrew as A Test Case | Ron Keinan |
| 18:36- 18:41 | Rethinking Feature Selection: A Comprehensive Analysis of its I | Itamar Elmakias |
| 18:42- 18:47 | Generalizable and Robust Deep Learning Algorithm for Atrial Fibrillation Diagnosis Across Geography, Ages and Sexes | Shany Biton-Brimer |
| 18:48- 18:53 | FundusQ-Net: A Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Qrading | Or Abramovich |
| 18:54- 18:59 | Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models | Alon Jacoby |
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