Top PhD programs in ML/NLP demand not just publications but also strong letters of recommendation (LOR) from well-known professors and personal connections, reflecting a shift towards a more holistic review of applicants' profiles.
Quantum Algorithms for Lattice Problems
Yilei Chen introduces a quantum algorithm for the Learning With Errors (LWE) problem, leveraging Gaussian functions with complex variances and windowed quantum Fourier transform techniques, aiming to solve LWE in polynomial time.
Publication Rat Race for PhD in ML
PhD programs in ML at top universities now require applicants to have multiple first author papers and strong recommendations from reputable researchers, a standard once reserved for faculty position qualifications in other fields.
Your LLM Is a Capable Regressor When Given In-Context Examples
Large language models (LLMs) like GPT-4 and Claude 3 excel in linear and non-linear regression tasks, often surpassing traditional supervised methods such as Random Forest and Gradient Boosting, especially noted in the challenging Friedman #2 dataset.
Multiple First-Author Papers in Top ML Conferences, but Still Struggling to Get into a PhD Program. What Am I Missing?
Despite multiple first-author papers in top ML conferences and significant contributions to open-source projects, the author faces rejection from PhD programs, questioning the sufficiency of a strong research background without connections.
NeurIPS 2024 Adds a New Paper Track for High School Students
NeurIPS 2024 introduces a new paper track specifically for high school students, focusing on machine learning for social impact, a move that underscores the conference's commitment to nurturing young talent and broadening the scope of contributions to the field.
Pylyzer – A Fast Static Code Analyzer and Language Server for Python
pylyzer is a static code analyzer and language server for Python, boasting superior performance and detailed analysis capabilities, notably outperforming pytype and pyright in speed by over 100 times.
Show HN: Stream of Consciousness – Watch an Artificial Persona Making Art
The Stream of Consciousness project leverages realtime visualization and data streaming to create an interactive experience.
Self-Hosted Is Awesome
Self-hosting offers significant cost savings and data control, with modern tools boasting user-friendly designs and robust functionality, contrasting with the rudimentary offerings of a decade ago.
TwoMinutePapers - DeepMind’s New AI Saw 15,000,000,000 Chess Boards!
DeepMind's new AI, without using self-play or search strategies, learned chess from Stockfish by analyzing 15 billion board states, achieving grandmaster-level play.
I Accidentally Built a Meme Search Engine
Harper Reed developed a meme search engine using siglip/CLIP and vector encoding to transform images into searchable vectors, inspired by a simple app that utilized similar technology for image similarity searches. siglip paper
When an Antibiotic Fails: Scientists Are Using AI to Target 'Sleeper' Bacteria
Scientists at MIT are leveraging AI to discover antibiotics that can target metabolically dormant bacteria, addressing a significant challenge in treating infections that recur due to bacterial dormancy.
YannicKilcher - ML News
AI 22 Labs introduces Jamba, a hybrid SSM Transformer model that combines the Mamba architecture with attention layers, achieving long context performance without increased memory demands.
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data
MindEye2, developed by MedARC in collaboration with Stability AI and various research institutions, generates high-quality images from brain activity using a novel approach that requires only 1 hour of fMRI data for fine-tuning with a new participant's data. Read the full research paper here.