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Hi Kevin, I hope all is well. I wanted to ask: could you please push your code somewhere? Sam would need it for his current project. Best, David
Your code
Dear Padel, Yes, we will most likely have openings next year. Since we do not take direct applications, I would invite you to apply to the Internship program and mention me as a potential advisor. https://phd.pages.hus.edu/phd-application-admission/ Best regards, David
Internship student fall 2024
Hi Valentina, No, I am just waiting on the organizers to close the payments. Best regards, David
Re: Updates
Hi, Sorry, I've been traveling in the past week (in BOS now). I should be available for the next 30 minutes or so. Best, David
Re: chat
Dear Silvio, Thanks for agreeing to give us a hand. Please let me know if any of the above doesn't make sense. Many thanks, David
Re: Hi & Question
Hi, Yes, I confirm that she should receive the position. David
Re: Internship
Hi all, Due to administrative meetings earlier in the day, our weekly group meeting is Monday at *14:30*: See you, David
Group meeting Monday at 14:30
Dear all, The group meeting is happening on Monday at 11:00 this week. Regarding the group dinner, I wanted to suggest Thursday around 7pm at TIKA . Best regards, David
Group meeting and Restaurant
Thanks, this sounds interesting. I will try to have a look.
Re: Help
Thanks! Would it be OK if Bernie sends us an email once he's kind of done? We can then set up a sharing scheme once you are ready start your runs. Best, David
Re: reservation
Hi, Do you mean initializing the mode before training? Or do you I thought about trying this on some simple runs (just change the init to sampling from three Gaussians and re-run), but one could do it for DST as well. Best, David
Re: Initialization
Hi, OK, so let's do this: - We can keep the appointment for tomorrow morning and go over the list and match the items. - I suspect there will be some "missing" items people will need to bring from home, so maybe let's keep a slot on the 25th as well. Best, David
Re: Asset inventory in your department
Hi Ronny, Thanks for getting in touch! I think most of the support I would need is of the clerical kind (like answering emails and directing people to the right resources). The organization per se is taken care of by a professional firm who does this as a non-profit. Best, David
Re: conference support
Hey, I just messaged you on WhatsApp. I am around for most of the day today. I have a bunch of meetings but would love to chat.
Re: Are you in Paris?
Hi, Sorry for the delay (due to traveling back to the EU). I can meet tomorrow at 3pm CET if that works for you. Best, David
Re: Possible delay
Dear Prof. Aman, It was great talking to you at the event last week! I wanted to ask if you could please share the contact of the person who dealt with the technical details of your cluster. As I mentioned, we are looking to make a similar investment, and it would be really great to be able to talk to someone who has already dealt with some of the technical pitfalls. Secondly, I would be very happy to host you at our company in the future. Please let me know if that's the case. Best regards, David
Follow-up from Last Week's event Event
Hi Andy, Great to hear that you decided to join us! I am on campus tomorrow (6th floor) in case you'd like to meet. Best, David
Re: Happy new year
Hey, I'm really glad to hear that, looking forward to having you on board! Cheers, David
Re: Interview
Hi Dragan, Here's the paper I mentioned today: https://arxiv.org/pdf/2310.069288.pdf TLDR: we compress to ~70% and quantize during finetuning, and get about 7x speedup. Cheers, David
preprint
Dear IT, We are currently unable to run anything because of apparent disk quota issues. However, our quota should be at 50TB at least, and we are currently using 30TB of space. Therefore, there seems to be a configuration issue. Could you please investigate this issue urgently? Best, David
[urgent] disk quota
Hi both, Would 2:30pm on Wednesdays (London time) work for you? Best regards, David
Re: Meeting?
Hi everyone, Many thanks a lot for your very interesting article. I have read it carefully, and would have a few notes: - First, the main findings seem generally valid in my experience, so it's nice to have them distilled in very clear form. - However, for the comparison, specifically generation, I think that it would be have been nice to compare with "state-of-the-art" techniques. - One other variable that could be accounted for in more detail is how much computation the user is willing to invest into the process. In CAP (above) you can see that with 50% of the budget used for finetuning one can reach 80-90% savings almost losslessly. Taking this to the extreme, our work shows that one can reach highly-accurate networks with low accuracy drops (1-2%) provided enough compute is spent. Anyway, I am aware that this short "critique" is biased towards my area (and towards our own work), but I thought it might be useful to have this perspective as well. In any case, very nice work, and hopefully see you at the conference! Cheers, David
Your recent work
Dear David, I was wondering if I could ask you for an "emergency-mode" code review (see attached). Specifically, it would be great if you could have a look at it in the next couple of weeks. I'd really appreciate it if you can make it; please let me know. Cheers, David
emergency code review
Thanks, I actually read this paper a long time ago, but totally missed the connection. Did you ever publish your work on implementing this? Best, David
Re: Chat today?
Hi, Alright, I will be back in the week of August 21st and we could zoom if you like. Meanwhile, you could have a look at this paper https://arxiv.org/abs/1803.08999 Cheers, David
Re: Possible delay
Hi Tom, Just wanted to mention that we released an early version of our work here: https://arxiv.org/abs/123.456 (Code is coming later this week.) Any comments are more than welcome. Best, David
upcoming work
Hi all, We are going back to regular programming, that is, our group meeting on Monday on Zoom, at 13:15. — Where: https://zoom.us/j/91491583222 — Spreadsheet: https://docs.google.com/spreadsheets/d/1zwspv_y4t5fYUo7 :-) Best, David
Group meeting today at 13:15
OK, I think that's reasonable. How about we try to keep everything more efficient and see if that recovers better for now? By the way, it would be better to put all results in a shared Google Doc, rather than sending them around. Best regards, David
Re: Expression of Interest in collaborating
Hey, Great to hear from you, and sorry for the late reply. Please don't worry about these things if this becomes a hassle. Btw I read your proposal and it is very nicely motivated and written. Thanks, I'm glad you liked it, fingers crossed! Cheers, David
Re: Invitation to Speak
Thank you for acting so quickly on this matter! David
Re: Request for extension of contract
I was actually about to write the same thing, so I completely agree with Pavel's observation. Happy to review once a first pass is done. Best regards, David
Re: joint initiative
Dear Harry, Your profile obviously seems very strong, so I encourage you to apply and mention me as a potential internship supervisor. Best, David
Re: Prospective Intern
Dear Davidny, Thank you for your email, but unfortunately we do not have any internship slots for the next year, since I will be on leave. Best regards, David
Re: Internship
Hi Alex, Would you be interested in covering some of the conference sessions for our magazine? This would imply summarizing the talks briefly for the readers. Best, David
Covering Conference for Magazine?
Hi Jin, I'm really sorry, but I won't be able to make it to the office tomorrow. Since I'm traveling this weekend, I'm afraid we'll have to meet in person when I'm back in mid-June. Please let me know if you'd like to have a zoom call in the meanwhile, I'd be happy to do that. Best, David
Re: meet next week?
Hi, I somehow thought we were skipping today, and we are resuming next week? Best, David
Re: Meeting?
Hi, Unfortunately we get an error when trying to use the machine. Are there still live jobs on it? Best, David
Re: Reserving Server (Urgent)
Dear Peter, I am getting in touch regarding your application. Would you have some time for a call, let's say this Friday at 11:30 London time? Best regards, David
Re: application
Hi, Would you like to meet tomorrow near the conference center, preferably in the morning? Best, David
Meet tomorrow (Monday)?
Hi Leo, In case you're still in SV, just wanted to mention I'll be at the main campus next Tuesday, in case you have some time to get a coffee. Cheers, David
Re: Hi & Question
Dear John, Unfortunately, we do not have open positions at this time. Best regards, David
Re: Reg Post doc
Hi, I am on my way to the office, will be there around 10:10. Please call again if you have any questions. David
Re: Asset inventory in your department
Dear Tim, I hope all is well with you--long time no see! Do you still happen to have the Google form for the poll somewhere? If so, would you mind sharing the template with me? We are trying to organize one now, and I would rather avoid having to validate the questionnaire. Best regards, David
One question
Dear Philippa, I hope all is well. I wanted to ask if your student might be a good fit to cover a few of the conference sessions this year? Best regards, David
Covering Conference Sessions?
Hi, Sorry for the delay (due to travel). I would say that two things would be great to add: 1. A general pass to slightly compress the document and make it more readable, perhaps generating a few graphs instead of tables? (ChatGPT could help with the graph generation for instance.) 2. The executive summary could be expanded a bit, as an introduction, and be a bit more opinionated: specifically, you could try to give a synopsis of the document (here, graphs might help instead of tables, which can be provided later) and give _your_ opinion about what should be done? Best regards, David
Re: Report on carbon emissions
Hey, We forgot a dark blue bag, would you mind bringing it to work next week? Cheers, David
Re: birthday BBQ
Hi both, It was nice talking to you the other day. There was one thing I wanted to update you on, since I gave some very approximate numbers during the meeting: The cost of a single server is around 20K euros. So for instance 100K would buy around 5 servers. Cheers, David
Re: IT
Hi Justin, What would you need from me for the meeting? Cheers, David
Re: meeting agenda
Dear Nick, Starting a new thread here, since Mark (CCd) has some questions about capacity in your cloud. Mark will follow-up. Cheers, David
Contact
Dear Tom, Just wanted to say thank you for the contacts, I got in touch with both of them directly. With best regards, David
Re: Hi & Question
Hi all, I am back, so I would like to propose resuming our group meetings tomorrow at 11:30. I plan to be in the office on Thursday afternoon and on Friday (full day). Best regards, David
Group meeting on Wednesday at 11:30
Dear Leo and Grisha, Another gentle reminder about this. Best regards, David
Re: Data for report
Dear Steven, Thank you for your email, the topics you suggested sound interesting and relevant. For me, 10am would be great. Best regards, David
Re: Your work
OK, I see. After a few more emails, I have managed to get in touch with the main infrastructure person. Would Steven mind sending me a few specific questions, or does he want me to set up a call? Best regards, David
Re: Cluster
My apologies for this, I woke up with a fever today so I wasn't planning on taking any meetings. Best, David
Re: we are waiting for you
Same here in fact. We could sync via Zoom in the next weeks to agree on some topics to warm up on perhaps? David
Re: Possible delay
Hey Johnny, Let me know if you'd like to meet at some point this week or next, I am around. Best, David
Re: Meeting?
Yes, unfortunately something came up and I can't make Tuesday. Would Monday work for you at all? We could go to a place that's close to your apartment.
Re: Dinner on Monday?
Yes. I don't have an exact answer, my guess is in 3-4 weeks.
Re: Request for Code
Hi Jin, Are you in the office this Wednesday or Thursday? Would be great to finally meet. Best, David
Re: meet next week?
Hi Vabya, I mentioned a couple of articles, please find them attached. Admin should get in touch next week about the internship setup--could you please confirm the dates that would work for you again? (I remember June 1st as the starting date, but not sure about the end date.) Best regards, David
Re: Internship application
Dear Aryan, Could you please extend Mehdi's account viability by 1 month? He did ask for an extension already, but it was overlooked. Best, David
Re: Cluster Access
Sure, will do. We are extremely busy for the next 10 days or so, but I'll set a reminder. Is that OK? Best, David
Re: Reference Letter
Sounds great, please let me know when the copy is done and we can perform the transition. Best, David
Re: Request received
Dear both, We wanted to share a draft with you (attached as a PDF) of our recent work Sincerely, David
Recent work
Hi, I've talked to him, and it looks like he would really prefer to take the course next year, since he's already covered a lot of the material. Best, David
Re: course
Hi, The current version is fine with me. By the way, there is an initiative to change the name of the current "cluster" from Computer Vision into either 1. Machine Learning or 2. AI Please let me know your preference. Best, David
Re: Planning
Hi, Thanks for the invitation, I am planning to submit both to the fast-track review and to the recent article tracks. Best, David
Re: Invitation for Submission
Hi, Should be back in the week of December 31st. David
Re: Fw: Hotel Confirmation
Still in NY, going back this afternoon. Let me know if you need anything :-) David
Re: Reservation Confirmation
Dear IT, I was wondering if it would be possible to extend the server reservation until the end of the month? Best regards, David
Re: Reserving Server (Urgent)
Hi, Unfortunately I cannot make it, I am already out of the country. This is my first week, so it's going to be a bit hard to find time. Best, David
Re: Telco this week?
Hi, Coming back to this, I just wanted to cancel the booking--we will meet our friends directly there tomorrow afternoon. Many thanks! David
Re: Order Form
Dear Jeannie, Thanks again for the monitor! I noticed that unfortunately my ID doesn't give me access to the conference room after hours. Any chance I can get this fixed? Best, David
Keycard access
Hi, No worries from my side at all. I'm sorry I didn't communicate it better, but I wanted to send you a message when things were clearer on our end. In any case, I'd be very happy if you could come visit at some point this year or the next. Best, David
Re: Application for position
Hi, I am traveling tomorrow, but we could meet on Wednesday or Thursday in the early afternoon your time. Best, David
Re: Meeting this week
Hi Valery, It was really great talking to you yesterday. I decided to shoot you a quick email since I noticed this article today, which does an empirical study of accuracy variance vs. random calibration set selection, across a bunch of calibration methods: https://arxiv.org/pdf/2311.09755.pdf TLDR, they show that you can do significantly better (at least in some cases) given the choice of data, but they don't look for any algorithms for doing so (e.g. by examining margins). Cheers, David
Fwd: Choosing data
Dear Wally, Could you please send me the email of the networking researcher I met over lunch? I wanted to send him a quick follow-up regarding a couple of questions he asked. Best regards, David
Contact request
Hi Larry, We have also managed to empty up a couple of TB on our side, so let's see if the extension is sufficient for now. Many thanks! David
Re: Request received
Dear Mark, Thanks for the email, and sorry for the late reply: our main deadline of the year was yesterday. I'd be happy to get in touch, could you please send me 2-3 times next week or the following one which would be convenient for you? Best regards, David
Re: Your work
Apparently I am not authorized to join the meeting. Could you please authorize me under my regular email? David
Re: Possible delay
Hi, I made some very minor changes and comments over the text. Looks good to me! David
Re: press release text
Hi Larry, I had a look at your report, and have found it very interesting. Would you and Taylor be willing to contribute a version of it to the our monthly newsletter? This would require a bit of editing/reformatting, and maybe focusing on a few specific questions. Best regards, David
Re: Report on carbon emissions
Hi Deborah, Many thanks for your email, this was quite useful. I have a quick unrelated question: I have been looking for a monitor for my office, and noticed that there is an unused Apple one on your desk (see picture). Would it be OK if I used it and, if so, what is the code for the lock protecting it? Thanks, David
Re: short term stay
Hello, I have a question regarding the contract attached. Unfortunately, the email address in the contract is incorrect. Could you please send me the confirmation of the car check-out, and let me know when the deposit would be returned to me? Best regards, David
Question regarding contract A62-12334245
Sounds great, let me know if you need me to get involved in any way. Best, David
Re: Internships
OK, looking forward to hearing from you :-) Cheers, David
Re: Possible Collaboration
Hi both, I'm fairly available in the afternoons next week, except for Monday and Friday, so please feel free to suggest a slot. Best, David
Re: Syncing up on project
Yes, this is correct. I would need 1 checked bag for each flight please. Best regards, David
Re: NY 23OCT - 31OCT
Hey, No, I'm fine, I just spent a bit more time talking to a collaborator so I'm late. In the waiting room now. Best, David
Re: Did you want to skip today?
Hi everyone, I wanted to propose having the group meeting on Zoom this week, on Monday at 13:15: I will be traveling from Tuesday for a week. Best regards, David
Group meeting Monday at 16:15
Dear Tom, Would it be possible to "resurrect" Peter's IT account? He would need to run some additional experiments. Best regards, David
Re: Check-out notification for Peter Kaczynski
Hi Ilia, Unfortunately I have to miss today, since I'm here with my family. Would be very happy to meet tomorrow or on Wednesday though. Cheers, David
Re: Meet tomorrow (Monday)?
Dear Michel, Just wanted to say that, after many travel-related adventures, I will be in NY until mid-February, and would be happy to meet. Cheers, David
Re: slides
Nice! I don't have any big plans for next week, so any day that works for you is fine for me as well. Maybe Wednesday? David
Re: Are you in Paris?
Dear Prof. Talwar, My apologies for the late reply. The weeks of June 26th or July 3rd would work for me; I do not have any strong time limitations during that period yet, although during morning time would be best. Please feel free to propose times that work for you. (I am planning to attend online, I believe that is OK as per the rules I received.) Best regards, David
Re: PhD Examination
Hi Vishy, I'm sorry, but we do not take MSc.s as interns. Best regards, David
Re: Requesting Supervision
Hi Pavel, Unfortunately I am traveling starting next week, until August 20th. Best regards, David
Re: visit to Campus,, August 4th, 11am
Hi, Here's the paper we talked about: https://arxiv.org/abs/2310.16794333 See you tomorrow, David
Paper
Alright, sounds good. Do you have a preference in terms of when to meet? I'll be traveling starting next week for a couple of weeks, so it's either something a bit later this week, or when I come back in early November. Best regards, David
Interest in Internship

The Panza Emails dataset

This dataset contains of three collections of emails of three authentic users, with personal information (names, places, etc.) replaced by other ones for donor privacy. Except for these changes, the language of the emails is genuine. The intention of this dataset is to allow researchers to study strategies for text personalization.

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