Top Tweets for #dataselection
π’Excited to present our work at #NeurIPS2025 in San Diego!
πT-SHIRT: Token-Selective Hierarchical Data Selection for Instruction Tuning
#SFT #DataSelection #EfficientPostTraining
β° Wednesday, Dec 3, 4:30β7:30 PM PST
β‘οΈ Exhibit Hall C/D/E, #200
πTwo papers from our group got accepted to #NeurIPS2025 Congratulations to @FaisalHamman @yanjun_fu @pas4n More details soon!! #Efficiency #DataSelection #InstructionTuning #CounterfactualExplanations @NeurIPSConf
πππ Ruth @qphong @_Hu_Wenyang @ZCODE0
@ray_qiaorui @JingtanW @PangWeiKoh et al.
Accepted @icmlconf #ICML2025: #DataValuation #DataCentricAI #DataSelection #LLM #LLMs #BayesianOptimization #FederatedLearning
With compute scaling, is data selection now a bigger focus in pretraining/fine-tuning?π
Or is the community more focused on data composition (e.g., balancing sources), synthetic/distilled data, or curation techniques?π§
π§ π #LLM #DataSelection #AI #GPT #DeepSeek
Visit us @icmlconf #ICML2024 Poster Session 6, 25th July 1:30PM Hall C 4-9 #709.
Code: https://t.co/FLKt7cw0wB
Paper: https://t.co/vq736f1ddV
#Interpretablility #DataAttribution #DataCentricAI #LLMs #DataSelection #LLM #ShapleyValue (n/n)
To boost scalability, we devise FreeShap, a fine-tuning-free approximation of #ShapleyValue which amortizes the fine-tuning cost using kernel regression on the precomputed #NeuralTangentKernel. We demonstrate FreeShap on #DataSelection #DataDeletion & wrong label detection. (2/n)
The @icmlconf #ICML2024 work of @RachaelSim2 @YvonneFan12 @snoidetx et al. presents DADS to select data for model training while anticipating #DataDeletions.
#DataSelection #ActiveLearning #DataValuation
https://t.co/M1XhwZb3IN
Poster Session 4 Wed 24 Jul 1:30PM Hall C 4-9 #2306
π’π·Next Tuesday (May 14th) at 5:30 pm, we'll host Danqi Chen from Princeton University (@Princeton):
"Data Selection for Pre-training and Instruction-tuning of LLMs"
zoom info: [email protected] or just DM! #kuisaitalks #LLMs #dataselection
Data selection involves exploring the entire dataset, identifying key features, and minimizing biases.
Learn how to choose wisely, train smartly, and continuously monitor your models to achieve production-grade results.
https://t.co/mTT3LL79De
#dataselection
Learn how to choose wisely, train smartly, and continuously monitor your models to achieve production-grade results.
https://t.co/mTT3LL79De
#dataselection #CV #datasets
How #Data #processing is influential for ML and AI #Algorithms? Read here - https://t.co/U1K2C79bMF & know about the essential steps involved in data processing and its importance on the dominating #technologies like #AI and #ML. #Datastorage #DataSelection #DataProcessing
Different Ways of Selecting Data inside Pandas: https://t.co/QUBdhfFsl7 #Pandas #PandasDataframe #DataSelection #PandasIlocMethod #PandasTutorial
How #Data #processing is influential for ML and AI #Algorithms? Read here - https://t.co/6tqaZVdvnH & know about the essential steps involved in data processing and its importance on the dominating #technologies like #AI and #ML. #Datastorage #DataSelection #DataProcessing
How #Data #processing is influential for ML and AI #Algorithms? Read here - https://t.co/U1K2C6R2yx & know about the essential steps involved in data processing and its importance on the dominating #technologies like #AI and #ML. #Datastorage #DataSelection #DataProcessing
World class #DataAnnotation is not enough to keep your data-driven development & validation running efficiently. With @dSPACEglobal and @INTEMPORA family we can provide #DataLogging, #DataSelection and scenario-based testing. Leave us a note at https://t.co/YtFQr7f9pR
How #Data #processing is influential for ML and AI #Algorithms? Read here - https://t.co/6tqaZVv6ff & know about the essential steps involved in data processing and its importance on the dominating #technologies like #AI and #ML. #Datastorage #DataSelection #DataProcessing
π Data Mining Fundamentals: With this tutorial learn about the data preprocessing technique of sampling for data selection.
https://t.co/nB1KkxiyBP
#DataScience #DataMining #DataSelection #DSDojo
How #Data #processing is influential for ML and AI #Algorithms? Read here - https://t.co/6tqaZVdvnH & know about the essential steps involved in data processing and its importance on the dominating #technologies like #AI and #ML. #Datastorage #DataSelection #DataProcessing
How #Data #processing is influential for ML and AI #Algorithms? Read here - https://t.co/6tqaZVdvnH & know about the essential steps involved in #dataprocessing and its importance on the dominating #technologies like #AI and #ML. #Datastorage #DataSelection #DataProcessing
Practical selection of representative sets of RNA-seq samples using a hierarchical approach. #RNAseq #DataSelection https://t.co/Cq881k1ZoY
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