If you are not acquainted with proofs or basic Set Theory, I recommend you start with "Book of Proof". It not only explains the most common techniques of mathematical proof but also gives a well written introduction into sets, etc. #Math
After reading Epp's book "Discrete Mathematics with Applications" I highly recommend you grab a copy , if you want to learn about the mathematics underpinning #CS. Containing many well written explanations, with examples, about Sets, Graphs, Alg. Efficiency, regex & Automata, ...
I am very proud to see that #Austria, a small nation in the heart of europe, has amazing researchers contributing to the advancement of #LLMs. I recommended reading the paper, interesting approach!
I am so excited that xLSTM is out. LSTM is close to my heart - for more than 30 years now. With xLSTM we close the gap to existing state-of-the-art LLMs. With NXAI we have started to build our own European LLMs. I am very proud of my team. https://t.co/IH7giCe3gd
MLPs are so foundational, but are there alternatives? MLPs place activation functions on neurons, but can we instead place (learnable) activation functions on weights? Yes, we KAN! We propose Kolmogorov-Arnold Networks (KAN), which are more accurate and interpretable than MLPs.🧵
While #working on an improved #design for #Wavenet8 //Send, I discovered a #CSS “feature” that causes child elements to be fixed to the parent element instead of the viewport when a filter or transform is applied to the parent element. https://t.co/gGOM2vbAgn
After a thorough search for ways to enhance WaveNet8//send performance, I'm thrilled to present a promising solution! While we work to resolve a few remaining issues, don't hesitate to explore it here: https://t.co/exYSPpnCNj 🚀 #WaveNet8#PerformanceBoost#UpdateInProgress
@DaryllSwer WebRTC utilizes SCTP , which, in turn, relies on UDP.
In the web, we're constrained by browser-WebRTC implementations, including SCTP's 128KB buffer size, which affects transfer rates. We've somewhat improved performance with parallel connections but seek better solutions.
@DaryllSwer We are developing a native app to give us some control over the transport layer, using your valuable input. At the same time, we are working on a network simulator to speed up development and reduce technical debt through rigorous testing.
@DaryllSwer R. Eskola and J. K. Nurminen, "Performance evaluation of WebRTC data channels," 2015 IEEE Symposium on Computers and Communication (ISCC), Larnaca, Cyprus, 2015, pp. 676-680, doi: 10.1109/ISCC.2015.7884873.
Ready to join the WaveNet8 community? Here's the Discord invite link: https://t.co/nnGxvJFxMh. We're excited to have you on board! 🌊 #WaveNet8#JoinUs#Community
@DaryllSwer Thanks for the tip, I will look into it. I think it will be necessary to program something on my own to simulate several hundreds of instances in different network topologies to cover almost all possible scenarios.
Any ideas how to automatically test #code that depends on the #network environment? Especially if the code has to deal with very complex network configurations. Simulate a network at #Ethernet level? #programming
@DaryllSwer I thought of that too but how do I get that to work reproducibly. And I have to be able to set latencies, packetloss, NAT types etc.. The idea is to detect NAT types, if IP spoofing works, firewall rules, performance tests, etc.