Catch up with the fast moving field of data science. Even for us it has been difficult to stay up to date with the latest news and developments in the industry. We are putting together some of the top sources such as MIT, NVIDIA, ARXIV and others. These articles are aggregated from well trusted sources in the community. We will continue to add more sources and refine the type of articles showcased here over time.
Data Science
The recent developments in the field of data science and AI. Sources: Explosion.ai, Rasa, fast.ai, MIT, Berkley, Uber, IBM and Google AI Blog and other trusted sources.
- Study: When allocating scarce resources with AI, randomization can improve fairnessby Adam Zewe | MIT News on July 24, 2024 at 4:00 am
Introducing structured randomization into decisions based on machine-learning model predictions can address inherent […]
- MIT researchers advance automated interpretability in AI modelsby Rachel Gordon | MIT CSAIL on July 23, 2024 at 8:00 pm
MAIA is a multimodal agent that can iteratively design experiments to better understand various components of AI […]
- Proton-conducting materials could enable new green energy technologiesby David L. Chandler | MIT News on July 23, 2024 at 2:30 pm
Analysis and materials identified by MIT engineers could lead to more energy-efficient fuel cells, electrolyzers, […]
- Large language models don’t behave like people, even though we may expect them toby Adam Zewe | MIT News on July 23, 2024 at 4:00 am
A new study shows someone’s beliefs about an LLM play a significant role in the model’s performance and are […]
- AI model identifies certain breast tumor stages likely to progress to invasive cancerby Adam Zewe | MIT News on July 22, 2024 at 6:00 pm
The model could help clinicians assess breast cancer stage and ultimately help in reducing overtreatment.
News
- Optimizing neural networks using spider monkey optimization algorithm for intrusion detection system – Nature.comon July 27, 2024 at 12:33 am
Optimizing neural networks using spider monkey optimization algorithm for intrusion detection system Nature.com
- Exogenous variable driven deep learning models for improved price forecasting of TOP crops in India – Nature.comon July 27, 2024 at 12:29 am
Exogenous variable driven deep learning models for improved price forecasting of TOP crops in India Nature.com
- AGILE platform: a deep learning powered approach to accelerate LNP development for mRNA delivery – Nature.comon July 27, 2024 at 12:23 am
AGILE platform: a deep learning powered approach to accelerate LNP development for mRNA delivery Nature.com
- AGILE platform: a deep learning powered approach to accelerate LNP development for mRNA delivery – Nature.comon July 27, 2024 at 12:23 am
AGILE platform: a deep learning powered approach to accelerate LNP development for mRNA delivery Nature.com
- A data-centric machine learning approach to improve prediction of glioma grades using low-imbalance TCGA data – Nature.comon July 27, 2024 at 12:09 am
A data-centric machine learning approach to improve prediction of glioma grades using low-imbalance TCGA data Nature.com
White Papers
Latest research and developments in the field of machine learning and deep learning. Sources: ARXIV, Papers with Code and others
- Causal Deepsets for Off-policy Evaluation under Spatial or Spatio-temporal Interferences
arXiv:2407.17910v1 Announce Type: new Abstract: Off-policy evaluation (OPE) is widely applied in sectors such as […]
- Self-supervised pre-training with diffusion model for few-shot landmark detection in x-ray images
arXiv:2407.18125v1 Announce Type: cross Abstract: In the last few years, deep neural networks have been extensively […]
- Distilling System 2 into System 1
arXiv:2407.06023v3 Announce Type: replace-cross Abstract: Large language models (LLMs) can spend extra compute during […]
- Regurgitative Training: The Value of Real Data in Training Large Language Models
arXiv:2407.12835v2 Announce Type: replace-cross Abstract: What happens if we train a new Large Language Model (LLM) […]
- A Sensitivity Analysis of Cellular Automata and Heterogeneous Topology Networks: Partially-Local Cellular Automata and Homogeneous Homogeneous Random Boolean Networks
arXiv:2407.18017v1 Announce Type: cross Abstract: Elementary Cellular Automata (ECA) are a well-studied computational […]