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Et klenodium ble oppdaget i konas barndomshjem #ruter

From Haaretz, a leading Israeli paper. The official IDF explanation is that the chain of command was told not to kill aid workers but intentionally did it anyway out of spite.

Stochastic Sampling for Contrastive Views and Hard Negative Samples in Graph-based Collaborative Filtering
Chaejeong Lee, Jeongwhan Choi, Hyowon Wi, Sung-Bae Cho, Noseong Park
https://arxiv.org/abs/2405.00287

Stochastic Sampling for Contrastive Views and Hard Negative Samples in Graph-based Collaborative Filtering
Graph-based collaborative filtering (CF) has emerged as a promising approach in recommendation systems. Despite its achievements, graph-based CF models face challenges due to data sparsity and negative sampling. In this paper, we propose a novel Stochastic sampling for i) COntrastive views and ii) hard NEgative samples (SCONE) to overcome these issues. By considering that they are both sampling tasks, we generate dynamic augmented views and diverse hard negative samples via our unified stochast…

This is the funniest thing I’ve read all week
https://nyr.ruv.is/english/2024-05-02-smuggler-claimed-he-was-simply-buying-in-bulk-411723

Smuggler claimed he was simply buying in bulk - RÚV.is
RÚV.is

Great Lakes Food Webs Science: WinterGrab II 2024
Great Lakes Food Webs Science: WinterGrab II 2024
“What good is the warmth of summer, without the cold of winter to give it sweetness.” – John Steinbeck
This past week our lab once again sampled sites around Burlington Ontario in February for the WinterGrab II. In the Fall of 2021, a grass-roots group of US and Canadian Great Lakes scientists met to plan a set of standardized sam…

Great Lakes Food Webs Science: WinterGrab II 2024 - Great Lakes Food Webs
Great Lakes Food Webs Science: WinterGrab II 2024 “What good is the warmth of summer, without the cold of winter to give it sweetness.” – John Steinbeck This past week our lab once again sampled sites around Burlington Ontario in February for the WinterGrab II. In the Fall of 2021, a grass-roots group of US and Canadian Great Lakes scientists met to plan a set of standardized sampling for mid-winter across all of the Great Lakes.

Simplest Speaker Oscillator, Now Even Simpler
https://poliverso.org/display/0477a01e-401ac2bb-1f7764adc9b9323e
Simplest Speaker Oscillator, Now Even Simpler It never fails. Lay down some kind of superlative — fastest, cheapest, smallest — around thi…

Re-visiting Skip-Gram Negative Sampling: Dimension Regularization for More Efficient Dissimilarity Preservation in Graph Embeddings
David Liu, Arjun Seshadri, Tina Eliassi-Rad, Johan Ugander
https://arxiv.org/abs/2405.00172

Re-visiting Skip-Gram Negative Sampling: Dimension Regularization for More Efficient Dissimilarity Preservation in Graph Embeddings
A wide range of graph embedding objectives decompose into two components: one that attracts the embeddings of nodes that are perceived as similar, and another that repels embeddings of nodes that are perceived as dissimilar. Because real-world graphs are sparse and the number of dissimilar pairs grows quadratically with the number of nodes, Skip-Gram Negative Sampling (SGNS) has emerged as a popular and efficient repulsion approach. SGNS repels each node from a sample of dissimilar nodes, as op…

Et klenodium ble oppdaget i konas barndomshjem #ruter

“The United States, Israel's closest ally, said that there was no evidence Israel deliberately targeted the aid workers”
That’s pretty funny considering that the targeted vehicle had a giant WORLD CENTAL KITCHEN logo all over it, which would have been clearly visible from above. The bomb went right through the logo!